conversations
listlengths 3
3
|
|---|
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain Additional resources?"
},
{
"from": "gpt",
"value": "[ English (United States)](https://learn.microsoft.com/en-us/azure/container-instances/</en-us/locale?target=https%3A%2F%2Flearn.microsoft.com%2Fen-us%2Fazure%2Fcontainer-instances%2Fcontainer-instances-standby-pool-faq>)\n[ California Consumer Privacy Act (CCPA) Opt-Out Icon Your Privacy Choices ](https://learn.microsoft.com/en-us/azure/container-instances/<https:/aka.ms/yourcaliforniaprivacychoices>)\nTheme\n * Light\n * Dark\n * High contrast\n\n * [Previous Versions](https://learn.microsoft.com/en-us/azure/container-instances/</en-us/previous-versions/>)\n * [Blog](https://learn.microsoft.com/en-us/azure/container-instances/<https:/techcommunity.microsoft.com/t5/microsoft-learn-blog/bg-p/MicrosoftLearnBlog>)\n * [Contribute](https://learn.microsoft.com/en-us/azure/container-instances/</en-us/contribute/>)\n * [Privacy](https://learn.microsoft.com/en-us/azure/container-instances/<https:/go.microsoft.com/fwlink/?LinkId=521839>)\n * [Terms of Use](https://learn.microsoft.com/en-us/azure/container-instances/</en-us/legal/termsofuse>)\n * [Trademarks](https://learn.microsoft.com/en-us/azure/container-instances/<https:/www.microsoft.com/legal/intellectualproperty/Trademarks/>)\n * © Microsoft 2025"
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain In this article?"
},
{
"from": "gpt",
"value": "[ English (United States)](https://learn.microsoft.com/en-us/azure/container-instances/</en-us/locale?target=https%3A%2F%2Flearn.microsoft.com%2Fen-us%2Fazure%2Fcontainer-instances%2Fcontainer-instances-standby-pool-faq>)\n[ California Consumer Privacy Act (CCPA) Opt-Out Icon Your Privacy Choices ](https://learn.microsoft.com/en-us/azure/container-instances/<https:/aka.ms/yourcaliforniaprivacychoices>)\nTheme\n * Light\n * Dark\n * High contrast\n\n * [Previous Versions](https://learn.microsoft.com/en-us/azure/container-instances/</en-us/previous-versions/>)\n * [Blog](https://learn.microsoft.com/en-us/azure/container-instances/<https:/techcommunity.microsoft.com/t5/microsoft-learn-blog/bg-p/MicrosoftLearnBlog>)\n * [Contribute](https://learn.microsoft.com/en-us/azure/container-instances/</en-us/contribute/>)\n * [Privacy](https://learn.microsoft.com/en-us/azure/container-instances/<https:/go.microsoft.com/fwlink/?LinkId=521839>)\n * [Terms of Use](https://learn.microsoft.com/en-us/azure/container-instances/</en-us/legal/termsofuse>)\n * [Trademarks](https://learn.microsoft.com/en-us/azure/container-instances/<https:/www.microsoft.com/legal/intellectualproperty/Trademarks/>)\n * © Microsoft 2025"
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain [Skip to main content](https://learn.microsoft.com/en-us/azure/service-fabric/<#main>)?"
},
{
"from": "gpt",
"value": "This browser is no longer supported.\nUpgrade to Microsoft Edge to take advantage of the latest features, security updates, and technical support.\n[Download Microsoft Edge](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/go.microsoft.com/fwlink/p/?LinkID=2092881 >) [More info about Internet Explorer and Microsoft Edge](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/learn.microsoft.com/en-us/lifecycle/faq/internet-explorer-microsoft-edge>)\n[ Learn ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/>) [ ](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/www.microsoft.com>)\nSuggestions will filter as you type\n[ Sign in ](https://learn.microsoft.com/en-us/azure/service-fabric/<#>)\n * [ Profile ](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/learn.microsoft.com/en-us/users/me/activity/>)\n * [ Settings ](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/learn.microsoft.com/en-us/users/me/settings/>)\n\n[ Sign out ](https://learn.microsoft.com/en-us/azure/service-fabric/<#>)\n[ ](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/www.microsoft.com>) [ Learn ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/>)\n * Discover\n * [ Documentation ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/docs/>)\nIn-depth articles on Microsoft developer tools and technologies\n * [ Training ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/training/>)\nPersonalized learning paths and courses\n * [ Credentials ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/credentials/>)\nGlobally recognized, industry-endorsed credentials\n * [ Q&A ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/answers/>)\nTechnical questions and answers moderated by Microsoft\n * [ Code Samples ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/samples/>)\nCode sample library for Microsoft developer tools and technologies\n * [ Assessments ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/assessments/>)\nInteractive, curated guidance and recommendations\n * [ Shows ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/shows/>)\nThousands of hours of original programming from Microsoft experts\nMicrosoft Learn for Organizations\n[ Boost your team's technical skills ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/training/organizations/>)\nAccess curated resources to upskill your team and close skills gaps.\n * Product documentation\n * [ ASP.NET ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/aspnet/>)\n * [ Azure ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/>)\n * [ Dynamics 365 ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/dynamics365/>)\n * [ Microsoft 365 ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/microsoft-365/>)\n * [ Microsoft Copilot ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/copilot/>)\n * [ Microsoft Edge ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/microsoft-edge/>)\n * [ Microsoft Entra ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/entra/>)\n * [ Microsoft Graph ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/graph/>)\n * [ Microsoft Intune ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/mem/>)\n * [ Microsoft Purview ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/purview/>)\n * [ Microsoft Teams ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/microsoftteams/>)\n * [ .NET ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/dotnet/>)\n * [ Power Apps ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/power-apps/>)\n * [ Power BI ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/power-bi/>)\n * [ Power Platform ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/power-platform/>)\n * [ PowerShell ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/powershell/>)\n * [ SQL ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/sql/>)\n * [ Sysinternals ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/sysinternals/>)\n * [ Visual Studio ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/visualstudio/>)\n * [ Windows ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/windows/>)\n * [ Windows Server ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/windows-server/>)\n[ View all products ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/docs/>)\nMicrosoft Learn for Organizations\n[ Boost your team's technical skills ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/training/organizations/>)\nAccess curated resources to upskill your team and close skills gaps.\n * Development languages\n * [ C++ ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/cpp/>)\n * [ C# ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/dotnet/csharp/>)\n * [ DAX ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/dax/>)\n * [ Java ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/java/>)\n * [ OData ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/odata/>)\n * [ OpenAPI ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/openapi/>)\n * [ Power Query M ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/powerquery-m/>)\n * [ VBA ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/office/vba/>)\nMicrosoft Learn for Organizations\n[ Boost your team's technical skills ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/training/organizations/>)\nAccess curated resources to upskill your team and close skills gaps.\n * Topics\n * [ Artificial intelligence ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/ai/>)\n * [ Compliance ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/compliance/>)\n * [ DevOps ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/devops/>)\n * [ Platform engineering ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/platform-engineering/>)\n * [ Security ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/security/>)\nMicrosoft Learn for Organizations\n[ Boost your team's technical skills ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/training/organizations/>)\nAccess curated resources to upskill your team and close skills gaps.\n\nSuggestions will filter as you type\n[ Sign in ](https://learn.microsoft.com/en-us/azure/service-fabric/<#>)\n * [ Profile ](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/learn.microsoft.com/en-us/users/me/activity/>)\n * [ Settings ](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/learn.microsoft.com/en-us/users/me/settings/>)\n\n[ Sign out ](https://learn.microsoft.com/en-us/azure/service-fabric/<#>)\n[ Azure ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/>)\n * Products\n * Popular products\n * [ Azure AI Services ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/ai-services/>)\n * [ Azure App Service ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/app-service/>)\n * [ Azure Databricks ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/databricks/>)\n * [ Azure DevOps ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/devops/>)\n * [ Azure Functions ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/azure-functions/>)\n * [ Azure Monitor ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/azure-monitor/>)\n * [ Azure Virtual Machines ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/virtual-machines/>)\n * Popular categories\n * [ Compute ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/?product=compute>)\n * [ Networking ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/?product=networking>)\n * [ Storage ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/?product=storage>)\n * [ AI & machine learning ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/?product=ai-machine-learning>)\n * [ Analytics ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/?product=analytics>)\n * [ Databases ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/?product=databases>)\n * [ Security ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/?product=security>)\n * [ View all products ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/>)\n * Architecture\n * [ Cloud Adoption Framework ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/cloud-adoption-framework/>)\n * [ Well-Architected Framework ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/well-architected/>)\n * [ Azure Architecture Center ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/architecture/>)\n * Develop\n * [ Python ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/developer/python/>)\n * [ .NET ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/dotnet/azure/>)\n * [ JavaScript ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/developer/javascript/>)\n * [ Java ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/developer/java/>)\n * [ PowerShell ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/powershell/azure/>)\n * [ Azure CLI ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/cli/azure/>)\n * [ View all developer resources ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/developer/>)\n * Learn Azure\n * [ Start your AI learning assessment ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/assessments/1c032171-8ca0-4032-8962-a38a5cc424a8/>)\n * Top learning paths\n * [ Cloud concepts ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/training/paths/microsoft-azure-fundamentals-describe-cloud-concepts/>)\n * [ AI fundamentals ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/training/paths/get-started-with-artificial-intelligence-on-azure/>)\n * [ Intro to generative AI ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/training/paths/introduction-generative-ai/>)\n * [ Azure Architecture fundamentals ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/training/paths/azure-fundamentals-describe-azure-architecture-services/>)\n * [ Earn credentials ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/credentials/browse/?products=azure>)\n * [ Instructor-led courses ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/training/browse/?products=azure&resource_type=course>)\n * [ View all training ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/training/azure/>)\n * [ Troubleshooting ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/troubleshoot/azure/>)\n * Resources\n * [ Product overview ](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/azure.microsoft.com/get-started>)\n * [ Latest blog posts ](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/azure.microsoft.com/blog/>)\n * [ Pricing information ](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/azure.microsoft.com/pricing/>)\n * [ Support options ](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/azure.microsoft.com/support/options/>)\n * More\n * Products\n * Popular products\n * [ Azure AI Services ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/ai-services/>)\n * [ Azure App Service ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/app-service/>)\n * [ Azure Databricks ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/databricks/>)\n * [ Azure DevOps ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/devops/>)\n * [ Azure Functions ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/azure-functions/>)\n * [ Azure Monitor ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/azure-monitor/>)\n * [ Azure Virtual Machines ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/virtual-machines/>)\n * Popular categories\n * [ Compute ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/?product=compute>)\n * [ Networking ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/?product=networking>)\n * [ Storage ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/?product=storage>)\n * [ AI & machine learning ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/?product=ai-machine-learning>)\n * [ Analytics ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/?product=analytics>)\n * [ Databases ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/?product=databases>)\n * [ Security ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/?product=security>)\n * [ View all products ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/>)\n * Architecture\n * [ Cloud Adoption Framework ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/cloud-adoption-framework/>)\n * [ Well-Architected Framework ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/well-architected/>)\n * [ Azure Architecture Center ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/architecture/>)\n * Develop\n * [ Python ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/developer/python/>)\n * [ .NET ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/dotnet/azure/>)\n * [ JavaScript ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/developer/javascript/>)\n * [ Java ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/developer/java/>)\n * [ PowerShell ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/powershell/azure/>)\n * [ Azure CLI ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/cli/azure/>)\n * [ View all developer resources ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/developer/>)\n * Learn Azure\n * [ Start your AI learning assessment ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/assessments/1c032171-8ca0-4032-8962-a38a5cc424a8/>)\n * Top learning paths\n * [ Cloud concepts ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/training/paths/microsoft-azure-fundamentals-describe-cloud-concepts/>)\n * [ AI fundamentals ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/training/paths/get-started-with-artificial-intelligence-on-azure/>)\n * [ Intro to generative AI ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/training/paths/introduction-generative-ai/>)\n * [ Azure Architecture fundamentals ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/training/paths/azure-fundamentals-describe-azure-architecture-services/>)\n * [ Earn credentials ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/credentials/browse/?products=azure>)\n * [ Instructor-led courses ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/training/browse/?products=azure&resource_type=course>)\n * [ View all training ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/training/azure/>)\n * [ Troubleshooting ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/troubleshoot/azure/>)\n * Resources\n * [ Product overview ](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/azure.microsoft.com/get-started>)\n * [ Latest blog posts ](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/azure.microsoft.com/blog/>)\n * [ Pricing information ](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/azure.microsoft.com/pricing/>)\n * [ Support options ](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/azure.microsoft.com/support/options/>)\n\n[ Portal ](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/portal.azure.com>) [ Free account ](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/azure.microsoft.com/free/>)\nTable of contents Exit focus mode\nSearch\nSuggestions will filter as you type\n * [Service Fabric Documentation](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/learn.microsoft.com/en-us/azure/service-fabric/>)\n * Overview\n * Quickstarts\n * [Managed cluster with Azure portal](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/learn.microsoft.com/en-us/azure/service-fabric/quickstart-managed-cluster-portal>)\n * [Managed cluster with ARM template](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/learn.microsoft.com/en-us/azure/service-fabric/quickstart-managed-cluster-template>)\n * [Service Fabric cluster with Azure portal](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/learn.microsoft.com/en-us/azure/service-fabric/quickstart-classic-cluster-portal>)\n * [Service Fabric cluster with Bicep](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/learn.microsoft.com/en-us/azure/service-fabric/quickstart-cluster-bicep>)\n * [Service Fabric cluster with ARM template](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/learn.microsoft.com/en-us/azure/service-fabric/quickstart-cluster-template>)\n * [Create .NET application](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/learn.microsoft.com/en-us/azure/service-fabric/service-fabric-quickstart-dotnet>)\n * [Deploy a Linux container application](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/learn.microsoft.com/en-us/azure/service-fabric/service-fabric-quickstart-containers-linux>)\n * [Deploy a Windows container application](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/learn.microsoft.com/en-us/azure/service-fabric/service-fabric-quickstart-containers>)\n * Java Quickstarts\n * Tutorials\n * Create a Service Fabric managed cluster\n * Deploy a .NET app\n * Deploy a Java app\n * Containerize an existing .NET app\n * Create a Linux container app\n * [1- Create container images](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/learn.microsoft.com/en-us/azure/service-fabric/service-fabric-tutorial-create-container-images>)\n * [2- Package and deploy containers](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/learn.microsoft.com/en-us/azure/service-fabric/service-fabric-tutorial-package-containers>)\n * [3- Fail over and scale](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/learn.microsoft.com/en-us/azure/service-fabric/service-fabric-tutorial-containers-failover>)\n * Create a cluster on Azure\n * Create a standalone cluster\n * Best practices\n * Samples\n * Concepts\n * How-to guides\n * Reference\n * Resources\n * [Support and troubleshooting](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/learn.microsoft.com/en-us/azure/service-fabric/service-fabric-support>)\n\nDownload PDF\n 1. [ Learn ](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/learn.microsoft.com/en-us/>)\n 2. [ Azure ](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/learn.microsoft.com/en-us/azure/>)\n 3. [ Service Fabric ](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/learn.microsoft.com/en-us/azure/service-fabric/>)\n\n 1. [Learn](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/learn.microsoft.com/en-us/>)\n 2. [Azure](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/learn.microsoft.com/en-us/azure/>)\n 3. [Service Fabric](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/learn.microsoft.com/en-us/azure/service-fabric/>)\n\n[ Read in English ](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/learn.microsoft.com/en-us/azure/service-fabric/service-fabric-tutorial-create-container-images> \"Read in English\") Save\n * Add to Collections\n * Add to Plan\n\n[ ](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/github.com/MicrosoftDocs/azure-compute-docs/blob/main/articles/service-fabric/service-fabric-tutorial-create-container-images.md> \"Edit This Document\")\nTable of contents[ Read in English ](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/learn.microsoft.com/en-us/azure/service-fabric/service-fabric-tutorial-create-container-images> \"Read in English\") Add to Collections Add to Plan [ Edit ](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/github.com/MicrosoftDocs/azure-compute-docs/blob/main/articles/service-fabric/service-fabric-tutorial-create-container-images.md> \"Edit This Document\")\n#### Share via\n[ Facebook ](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/www.facebook.com/sharer/sharer.php?u=https%3A%2F%2Flearn.microsoft.com%2Fen-us%2Fazure%2Fservice-fabric%2Fservice-fabric-tutorial-create-container-images%3FWT.mc_id%3Dfacebook>) [ x.com ](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/twitter.com/intent/tweet?original_referer=https%3A%2F%2Flearn.microsoft.com%2Fen-us%2Fazure%2Fservice-fabric%2Fservice-fabric-tutorial-create-container-images%3FWT.mc_id%3Dtwitter&text=Today%20I%20completed%20%22Create%20container%20images%20on%20Service%20Fabric%20in%20Azure%20-%20Azure%20Service%20Fabric%20%7C%20Microsoft%20Learn%22!%20I'm%20so%20proud%20to%20be%20celebrating%20this%20achievement%20and%20hope%20this%20inspires%20you%20to%20start%20your%20own%20%40MicrosoftLearn%20journey!&tw_p=tweetbutton&url=https%3A%2F%2Flearn.microsoft.com%2Fen-us%2Fazure%2Fservice-fabric%2Fservice-fabric-tutorial-create-container-images%3FWT.mc_id%3Dtwitter>) [ LinkedIn ](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/www.linkedin.com/feed/?shareActive=true&text=Today%20I%20completed%20%22Create%20container%20images%20on%20Service%20Fabric%20in%20Azure%20-%20Azure%20Service%20Fabric%20%7C%20Microsoft%20Learn%22!%20I'm%20so%20proud%20to%20be%20celebrating%20this%20achievement%20and%20hope%20this%20inspires%20you%20to%20start%20your%20own%20%40MicrosoftLearn%20journey!%0A%0D%0Ahttps%3A%2F%2Flearn.microsoft.com%2Fen-us%2Fazure%2Fservice-fabric%2Fservice-fabric-tutorial-create-container-images%3FWT.mc_id%3Dlinkedin>) Email Print\nTable of contents\n# Tutorial: Create container images on a Linux Service Fabric cluster\n * Article\n * 08/22/2024\n * 11 contributors\n\nFeedback"
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain In this article?"
},
{
"from": "gpt",
"value": "1. [Prerequisites](https://learn.microsoft.com/en-us/azure/service-fabric/<#prerequisites>)\n 2. [Get application code](https://learn.microsoft.com/en-us/azure/service-fabric/<#get-application-code>)\n 3. [Create container images](https://learn.microsoft.com/en-us/azure/service-fabric/<#create-container-images>)\n 4. [Deploy Azure Container Registry](https://learn.microsoft.com/en-us/azure/service-fabric/<#deploy-azure-container-registry>)\n 5. [Sign in to your container registry](https://learn.microsoft.com/en-us/azure/service-fabric/<#sign-in-to-your-container-registry>)\n 6. [Tag container images](https://learn.microsoft.com/en-us/azure/service-fabric/<#tag-container-images>)\n 7. [Push images to registry](https://learn.microsoft.com/en-us/azure/service-fabric/<#push-images-to-registry>)\n 8. [List images in registry](https://learn.microsoft.com/en-us/azure/service-fabric/<#list-images-in-registry>)\n 9. [Next steps](https://learn.microsoft.com/en-us/azure/service-fabric/<#next-steps>)\n\nShow 5 more\nThis tutorial is part one of a tutorial series that demonstrates how to use containers in a Linux Service Fabric cluster. In this tutorial, a multi-container application is prepared for use with Service Fabric. In subsequent tutorials, these images are used as part of a Service Fabric application. In this tutorial you learn how to:\n * Clone application source from GitHub\n * Create a container image from the application source\n * Deploy an Azure Container Registry (ACR) instance\n * Tag a container image for ACR\n * Upload the image to ACR\n\nIn this tutorial series, you learn how to:\n * Create container images for Service Fabric\n * [Build and Run a Service Fabric Application with Containers](https://learn.microsoft.com/en-us/azure/service-fabric/<service-fabric-tutorial-package-containers>)\n * [How failover and scaling are handled in Service Fabric](https://learn.microsoft.com/en-us/azure/service-fabric/<service-fabric-tutorial-containers-failover>)\n\n[](https://learn.microsoft.com/en-us/azure/service-fabric/<#prerequisites>)"
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain Prerequisites?"
},
{
"from": "gpt",
"value": "* Linux development environment set up for Service Fabric. Follow the instructions [here](https://learn.microsoft.com/en-us/azure/service-fabric/<service-fabric-get-started-linux>) to set up your Linux environment.\n * This tutorial requires that you are running the Azure CLI version 2.0.4 or later. Run `az --version` to find the version. If you need to install or upgrade, see [Install the Azure CLI](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/cli/azure/install-azure-cli>).\n * Additionally, it requires that you have an Azure subscription available. For more information on a free trial version, go [here](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/azure.microsoft.com/free/>).\n\n[](https://learn.microsoft.com/en-us/azure/service-fabric/<#get-application-code>)"
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain Get application code?"
},
{
"from": "gpt",
"value": "The sample application used in this tutorial is a voting app. The application consists of a front-end web component and a back-end Redis instance. The components are packaged into container images.\nUse git to download a copy of the application to your development environment.\nBash Copy\n```\ngit clone https://github.com/Azure-Samples/service-fabric-containers.git\ncd service-fabric-containers/Linux/container-tutorial/\n\n```\n\nThe solution contains two folders and a 'docker-compose.yml' file. The 'azure-vote' folder contains the Python frontend service along with the Dockerfile used to build the image. The 'Voting' directory contains the Service Fabric application package that is deployed to the cluster. These directories contain the necessary assets for this tutorial.\n[](https://learn.microsoft.com/en-us/azure/service-fabric/<#create-container-images>)"
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain Create container images?"
},
{
"from": "gpt",
"value": "Inside the **azure-vote** directory, run the following command to build the image for the front-end web component. This command uses the Dockerfile in this directory to build the image.\nBash Copy\n```\ndocker build -t azure-vote-front .\n\n```\n\nNote\nIf you are getting permission denied then follow [this](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/docs.docker.com/install/linux/linux-postinstall/#manage-docker-as-a-non-root-user>) documentation on how to work with docker without sudo.\nThis command can take some time since all the necessary dependencies need to be pulled from Docker Hub. When completed, use the [docker images](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/docs.docker.com/engine/reference/commandline/images/>) command to see the _azure-vote-front_ image you just created.\nBash Copy\n```\ndocker images\n\n```\n\n[](https://learn.microsoft.com/en-us/azure/service-fabric/<#deploy-azure-container-registry>)"
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain Deploy Azure Container Registry?"
},
{
"from": "gpt",
"value": "First run the **az login** command to sign in to your Azure account.\nAzure CLI Copy\n```\naz login\n\n```\n\nNext, use the **az account** command to choose your subscription to create the Azure Container registry. You have to enter the subscription ID of your Azure subscription in place of <subscription_id>.\nAzure CLI Copy\n```\naz account set --subscription <subscription_id>\n\n```\n\nWhen deploying an Azure Container Registry, you first need a resource group. An Azure resource group is a logical container into which Azure resources are deployed and managed.\nCreate a resource group with the **az group create** command. In this example, a resource group named _myResourceGroup_ is created in the _westus_ region.\nAzure CLI Copy\n```\naz group create --name <myResourceGroup> --location westus\n\n```\n\nCreate an Azure Container registry with the **az acr create** command. Replace <acrName> with the name of the container registry you want to create under your subscription. This name must be alphanumeric and unique.\nAzure CLI Copy\n```\naz acr create --resource-group <myResourceGroup> --name <acrName> --sku Basic --admin-enabled true\n\n```\n\nThroughout the rest of this tutorial, we use \"acrName\" as a placeholder for the container registry name that you chose. Please make note of this value.\n[](https://learn.microsoft.com/en-us/azure/service-fabric/<#sign-in-to-your-container-registry>)"
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain Sign in to your container registry?"
},
{
"from": "gpt",
"value": "Sign in to your ACR instance before pushing images to it. Use the **az acr login** command to complete the operation. Provide the unique name given to the container registry when it was created.\nAzure CLI Copy\n```\naz acr login --name <acrName>\n\n```\n\nThe command returns a 'Login Succeeded’ message once completed.\n[](https://learn.microsoft.com/en-us/azure/service-fabric/<#tag-container-images>)"
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain Tag container images?"
},
{
"from": "gpt",
"value": "Each container image needs to be tagged with the loginServer name of the registry. This tag is used for routing when pushing container images to an image registry.\nTo see a list of current images, use the [docker images](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/docs.docker.com/engine/reference/commandline/images/>) command.\nBash Copy\n```\ndocker images\n\n```\n\nOutput:\nBash Copy\n```\nREPOSITORY TAG IMAGE ID CREATED SIZE\nazure-vote-front latest 052c549a75bf About a minute ago 913MB\n\n```\n\nTo get the loginServer name, run the following command:\nAzure CLI Copy\n```\naz acr show --name <acrName> --query loginServer --output table\n\n```\n\nThis outputs a table with the following results. This result will be used to tag your **azure-vote-front** image before pushing it to the container registry in the next step.\nOutput Copy\n```\nResult\n------------------\n<acrName>.azurecr.io\n\n```\n\nNow, tag the _azure-vote-front_ image with the loginServer of your container registry. Also, add `:v1` to the end of the image name. This tag indicates the image version.\nBash Copy\n```\ndocker tag azure-vote-front <acrName>.azurecr.io/azure-vote-front:v1\n\n```\n\nOnce tagged, run 'docker images' to verify the operation.\nOutput:\nOutput Copy\n```\nREPOSITORY TAG IMAGE ID CREATED SIZE\nazure-vote-front latest 052c549a75bf 23 minutes ago 913MB\n<acrName>.azurecr.io/azure-vote-front v1 052c549a75bf 23 minutes ago 913MB\n\n```\n\n[](https://learn.microsoft.com/en-us/azure/service-fabric/<#push-images-to-registry>)"
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain Push images to registry?"
},
{
"from": "gpt",
"value": "Push the _azure-vote-front_ image to the registry.\nUsing the following example, replace the ACR loginServer name with the loginServer from your environment.\nBash Copy\n```\ndocker push <acrName>.azurecr.io/azure-vote-front:v1\n\n```\n\nThe docker push commands take a couple of minutes to complete.\n[](https://learn.microsoft.com/en-us/azure/service-fabric/<#list-images-in-registry>)"
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain List images in registry?"
},
{
"from": "gpt",
"value": "To return a list of images that have been pushed to your Azure Container registry, use the [az acr repository list](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/cli/azure/acr/repository>) command. Update the command with the ACR instance name.\nAzure CLI Copy\n```\naz acr repository list --name <acrName> --output table\n\n```\n\nOutput:\nOutput Copy\n```\nResult\n----------------\nazure-vote-front\n\n```\n\nAt tutorial completion, the container image has been stored in a private Azure Container Registry instance. This image is deployed from ACR to a Service Fabric cluster in subsequent tutorials.\n[](https://learn.microsoft.com/en-us/azure/service-fabric/<#next-steps>)"
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain Next steps?"
},
{
"from": "gpt",
"value": "In this tutorial, an application was pulled from GitHub and container images were created and pushed to a registry. The following steps were completed:\n * Clone application source from GitHub\n * Create a container image from the application source\n * Deploy an Azure Container Registry (ACR) instance\n * Tag a container image for ACR\n * Upload the image to ACR\n\nAdvance to the next tutorial to learn about packaging containers into a Service Fabric application using Yeoman.\n[Package and deploy containers as a Service Fabric application](https://learn.microsoft.com/en-us/azure/service-fabric/<service-fabric-tutorial-package-containers>)"
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain Feedback?"
},
{
"from": "gpt",
"value": "Was this page helpful?\nYes No\n[ Provide product feedback ](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/feedback.azure.com/d365community/forum/e622b37a-2225-ec11-b6e6-000d3a4f0f84>)|\n[ Get help at Microsoft Q&A ](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/learn.microsoft.com/answers/tags/39/azure-service-fabric/>)"
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain Additional resources?"
},
{
"from": "gpt",
"value": "[ English (United States)](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/locale?target=https%3A%2F%2Flearn.microsoft.com%2Fen-us%2Fazure%2Fservice-fabric%2Fservice-fabric-tutorial-create-container-images>)\n[ California Consumer Privacy Act (CCPA) Opt-Out Icon Your Privacy Choices ](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/aka.ms/yourcaliforniaprivacychoices>)\nTheme\n * Light\n * Dark\n * High contrast\n\n * [Previous Versions](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/previous-versions/>)\n * [Blog](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/techcommunity.microsoft.com/t5/microsoft-learn-blog/bg-p/MicrosoftLearnBlog>)\n * [Contribute](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/contribute/>)\n * [Privacy](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/go.microsoft.com/fwlink/?LinkId=521839>)\n * [Terms of Use](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/legal/termsofuse>)\n * [Trademarks](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/www.microsoft.com/legal/intellectualproperty/Trademarks/>)\n * © Microsoft 2025"
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain In this article?"
},
{
"from": "gpt",
"value": "[ English (United States)](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/locale?target=https%3A%2F%2Flearn.microsoft.com%2Fen-us%2Fazure%2Fservice-fabric%2Fservice-fabric-tutorial-create-container-images>)\n[ California Consumer Privacy Act (CCPA) Opt-Out Icon Your Privacy Choices ](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/aka.ms/yourcaliforniaprivacychoices>)\nTheme\n * Light\n * Dark\n * High contrast\n\n * [Previous Versions](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/previous-versions/>)\n * [Blog](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/techcommunity.microsoft.com/t5/microsoft-learn-blog/bg-p/MicrosoftLearnBlog>)\n * [Contribute](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/contribute/>)\n * [Privacy](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/go.microsoft.com/fwlink/?LinkId=521839>)\n * [Terms of Use](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/legal/termsofuse>)\n * [Trademarks](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/www.microsoft.com/legal/intellectualproperty/Trademarks/>)\n * © Microsoft 2025"
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain [Skip to main content](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/<#main>)?"
},
{
"from": "gpt",
"value": "This browser is no longer supported.\nUpgrade to Microsoft Edge to take advantage of the latest features, security updates, and technical support.\n[Download Microsoft Edge](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/<https:/go.microsoft.com/fwlink/p/?LinkID=2092881 >) [More info about Internet Explorer and Microsoft Edge](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/<https:/learn.microsoft.com/en-us/lifecycle/faq/internet-explorer-microsoft-edge>)\n[ Learn ](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/</en-us/>) [ ](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/<https:/www.microsoft.com>)\nSuggestions will filter as you type\n[ Sign in ](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/<#>)\n * [ Profile ](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/<https:/learn.microsoft.com/en-us/users/me/activity/>)\n * [ Settings ](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/<https:/learn.microsoft.com/en-us/users/me/settings/>)\n\n[ Sign out ](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/<#>)\n[ ](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/<https:/www.microsoft.com>) [ Learn ](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/</en-us/>)\n * Discover\n * [ Documentation ](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/</en-us/docs/>)\nIn-depth articles on Microsoft developer tools and technologies\n * [ Training 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Microsoft Copilot ](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/</en-us/copilot/>)\n * [ Microsoft Edge ](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/</en-us/microsoft-edge/>)\n * [ Microsoft Entra ](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/</en-us/entra/>)\n * [ Microsoft Graph ](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/</en-us/graph/>)\n * [ Microsoft Intune ](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/</en-us/mem/>)\n * [ Microsoft Purview ](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/</en-us/purview/>)\n * [ Microsoft Teams ](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/</en-us/microsoftteams/>)\n * [ .NET 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](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/</en-us/training/organizations/>)\nAccess curated resources to upskill your team and close skills gaps.\n\nSuggestions will filter as you type\n[ Sign in ](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/<#>)\n * [ Profile ](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/<https:/learn.microsoft.com/en-us/users/me/activity/>)\n * [ Settings ](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/<https:/learn.microsoft.com/en-us/users/me/settings/>)\n\n[ Sign out ](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/<#>)\n[ Azure ](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/</en-us/azure/>)\n * Products\n * Popular products\n * [ Azure AI Services 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](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/</en-us/azure/?product=security>)\n * [ View all products ](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/</en-us/azure/>)\n * Architecture\n * [ Cloud Adoption Framework ](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/</en-us/azure/cloud-adoption-framework/>)\n * [ Well-Architected Framework ](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/</en-us/azure/well-architected/>)\n * [ Azure Architecture Center ](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/</en-us/azure/architecture/>)\n * Develop\n * [ Python ](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/</en-us/azure/developer/python/>)\n * [ .NET ](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/</en-us/dotnet/azure/>)\n * [ JavaScript ](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/</en-us/azure/developer/javascript/>)\n * [ Java ](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/</en-us/azure/developer/java/>)\n * [ PowerShell ](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/</en-us/powershell/azure/>)\n * [ Azure CLI ](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/</en-us/cli/azure/>)\n * [ View all developer resources ](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/</en-us/azure/developer/>)\n * Learn Azure\n * [ Start your AI learning assessment 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](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/<https:/azure.microsoft.com/pricing/>)\n * [ Support options ](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/<https:/azure.microsoft.com/support/options/>)\n * More\n * Products\n * Popular products\n * [ Azure AI Services ](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/</en-us/azure/ai-services/>)\n * [ Azure App Service ](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/</en-us/azure/app-service/>)\n * [ Azure Databricks ](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/</en-us/azure/databricks/>)\n * [ Azure DevOps ](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/</en-us/azure/devops/>)\n * [ Azure Functions ](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/</en-us/azure/azure-functions/>)\n * [ Azure Monitor ](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/</en-us/azure/azure-monitor/>)\n * [ Azure Virtual Machines ](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/</en-us/azure/virtual-machines/>)\n * Popular categories\n * [ Compute ](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/</en-us/azure/?product=compute>)\n * [ Networking ](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/</en-us/azure/?product=networking>)\n * [ Storage ](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/</en-us/azure/?product=storage>)\n * [ AI & machine learning ](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/</en-us/azure/?product=ai-machine-learning>)\n * [ Analytics ](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/</en-us/azure/?product=analytics>)\n * [ Databases ](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/</en-us/azure/?product=databases>)\n * [ Security ](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/</en-us/azure/?product=security>)\n * [ View all products ](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/</en-us/azure/>)\n * Architecture\n * [ Cloud Adoption Framework ](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/</en-us/azure/cloud-adoption-framework/>)\n * [ Well-Architected Framework ](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/</en-us/azure/well-architected/>)\n * [ Azure Architecture Center ](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/</en-us/azure/architecture/>)\n * Develop\n * [ Python ](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/</en-us/azure/developer/python/>)\n * [ .NET ](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/</en-us/dotnet/azure/>)\n * [ JavaScript ](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/</en-us/azure/developer/javascript/>)\n * [ Java ](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/</en-us/azure/developer/java/>)\n * [ PowerShell ](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/</en-us/powershell/azure/>)\n * [ Azure CLI ](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/</en-us/cli/azure/>)\n * [ View all developer resources ](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/</en-us/azure/developer/>)\n * Learn Azure\n * [ Start your AI learning assessment ](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/</en-us/assessments/1c032171-8ca0-4032-8962-a38a5cc424a8/>)\n * Top learning paths\n * [ Cloud concepts ](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/</en-us/training/paths/microsoft-azure-fundamentals-describe-cloud-concepts/>)\n * [ AI fundamentals ](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/</en-us/training/paths/get-started-with-artificial-intelligence-on-azure/>)\n * [ Intro to generative AI ](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/</en-us/training/paths/introduction-generative-ai/>)\n * [ Azure Architecture fundamentals ](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/</en-us/training/paths/azure-fundamentals-describe-azure-architecture-services/>)\n * [ Earn credentials ](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/</en-us/credentials/browse/?products=azure>)\n * [ Instructor-led courses ](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/</en-us/training/browse/?products=azure&resource_type=course>)\n * [ View all training ](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/</en-us/training/azure/>)\n * [ Troubleshooting ](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/</en-us/troubleshoot/azure/>)\n * Resources\n * [ Product overview ](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/<https:/azure.microsoft.com/get-started>)\n * [ Latest blog posts ](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/<https:/azure.microsoft.com/blog/>)\n * [ Pricing information ](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/<https:/azure.microsoft.com/pricing/>)\n * [ Support options ](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/<https:/azure.microsoft.com/support/options/>)\n\n[ Portal ](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/<https:/portal.azure.com>) [ Free account ](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/<https:/azure.microsoft.com/free/>)\nTable of contents Exit focus mode\n[ Read in English ](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/<https:/learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/get-started> \"Read in English\") Save\n * Add to Collections\n * Add to Plan\n\n[ ](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/<https:/github.com/MicrosoftDocs/azure-compute-docs/blob/main/articles/virtual-machines/workloads/mainframe-rehosting/ibm/get-started.md> \"Edit This Document\")\nTable of contents[ Read in English ](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/<https:/learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/get-started> \"Read in English\") Add to Collections Add to Plan [ Edit ](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/<https:/github.com/MicrosoftDocs/azure-compute-docs/blob/main/articles/virtual-machines/workloads/mainframe-rehosting/ibm/get-started.md> \"Edit This Document\")\n#### Share via\n[ Facebook ](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/<https:/www.facebook.com/sharer/sharer.php?u=https%3A%2F%2Flearn.microsoft.com%2Fen-us%2Fazure%2Fvirtual-machines%2Fworkloads%2Fmainframe-rehosting%2Fibm%2Fget-started%3FWT.mc_id%3Dfacebook>) [ x.com 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}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain In this article?"
},
{
"from": "gpt",
"value": "Many IBM mainframe workloads based on z/OS can be replicated in Azure with no loss of functionality and without users even noticing changes in their underlying systems. Rehosting applications on Azure gives you the mainframe-like features you need plus the elasticity, availability, and potential cost savings of the cloud.\nAzure supports integration with existing IBM mainframe environments, enabling you to migrate the applications that make sense, run hybrid solutions where needed, and migrate over time. Although you can completely rewrite existing mainframe-based programs for Azure, it’s more common to rehost them. Rewriting adds cost, complexity, and time to migration projects. With rehosting, you can:\n * Move applications to a cloud-based emulator.\n * Migrate the database to a cloud-based database.\n * Replace modules and code using code transformation engines.\n\nIn addition, IBM software, including WebSphere and MQ, is now in the Azure Marketplace. With a license for IBM software, you can take advantage of the on-demand infrastructure scaling provided by Azure to quickly start a virtual machine.\nAn extensive partner ecosystem is available to help you migrate IBM mainframe systems to Azure. Most follow a pragmatic approach of reuse wherever possible before embarking on a phased deployment of rewriting or replacing applications. Get more guidance and help from partners at the [Azure Mainframe Migration center](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/<https:/azure.microsoft.com/migration/mainframe/>).\n**Next steps**\n * [Mainframe migration: myths and facts](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/</en-us/azure/architecture/cloud-adoption/infrastructure/mainframe-migration/myths-and-facts>)\n * [Install IBM zD&T dev/test environment on Azure](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/<install-ibm-z-environment>)\n * [Set up an Application Developers Controlled Distribution (ADCD) in IBM zD&T v1](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/<demo>)\n * [IBM DB2 pureScale on Azure](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/<ibm-db2-purescale-azure>)"
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain Feedback?"
},
{
"from": "gpt",
"value": "Was this page helpful?\nYes No\n[ Provide product feedback ](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/<https:/feedback.azure.com/d365community/forum/ec2f1827-be25-ec11-b6e6-000d3a4f0f1c>)|\n[ Get help at Microsoft Q&A ](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/<https:/learn.microsoft.com/answers/tags/94/azure-virtual-machines/>)"
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain Additional resources?"
},
{
"from": "gpt",
"value": "[ English (United States)](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/</en-us/locale?target=https%3A%2F%2Flearn.microsoft.com%2Fen-us%2Fazure%2Fvirtual-machines%2Fworkloads%2Fmainframe-rehosting%2Fibm%2Fget-started>)\n[ California Consumer Privacy Act (CCPA) Opt-Out Icon Your Privacy Choices ](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/<https:/aka.ms/yourcaliforniaprivacychoices>)\nTheme\n * Light\n * Dark\n * High contrast\n\n * [Previous Versions](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/</en-us/previous-versions/>)\n * [Blog](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/<https:/techcommunity.microsoft.com/t5/microsoft-learn-blog/bg-p/MicrosoftLearnBlog>)\n * [Contribute](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/</en-us/contribute/>)\n * [Privacy](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/<https:/go.microsoft.com/fwlink/?LinkId=521839>)\n * [Terms of Use](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/</en-us/legal/termsofuse>)\n * [Trademarks](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/<https:/www.microsoft.com/legal/intellectualproperty/Trademarks/>)\n * © Microsoft 2025"
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain In this article?"
},
{
"from": "gpt",
"value": "[ English (United States)](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/</en-us/locale?target=https%3A%2F%2Flearn.microsoft.com%2Fen-us%2Fazure%2Fvirtual-machines%2Fworkloads%2Fmainframe-rehosting%2Fibm%2Fget-started>)\n[ California Consumer Privacy Act (CCPA) Opt-Out Icon Your Privacy Choices ](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/<https:/aka.ms/yourcaliforniaprivacychoices>)\nTheme\n * Light\n * Dark\n * High contrast\n\n * [Previous Versions](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/</en-us/previous-versions/>)\n * [Blog](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/<https:/techcommunity.microsoft.com/t5/microsoft-learn-blog/bg-p/MicrosoftLearnBlog>)\n * [Contribute](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/</en-us/contribute/>)\n * [Privacy](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/<https:/go.microsoft.com/fwlink/?LinkId=521839>)\n * [Terms of Use](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/</en-us/legal/termsofuse>)\n * [Trademarks](https://learn.microsoft.com/en-us/azure/virtual-machines/workloads/mainframe-rehosting/ibm/<https:/www.microsoft.com/legal/intellectualproperty/Trademarks/>)\n * © Microsoft 2025"
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain [Skip to main content](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<#main>)?"
},
{
"from": "gpt",
"value": "This browser is no longer supported.\nUpgrade to Microsoft Edge to take advantage of the latest features, security updates, and technical support.\n[Download Microsoft Edge](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/go.microsoft.com/fwlink/p/?LinkID=2092881 >) [More info about Internet Explorer and Microsoft Edge](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/learn.microsoft.com/en-us/lifecycle/faq/internet-explorer-microsoft-edge>)\n[ Learn ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/>) [ ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/www.microsoft.com>)\nSuggestions will filter as you type\n[ Sign in ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<#>)\n * [ Profile ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/learn.microsoft.com/en-us/users/me/activity/>)\n * [ Settings ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/learn.microsoft.com/en-us/users/me/settings/>)\n\n[ Sign out ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<#>)\n[ ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/www.microsoft.com>) [ Learn ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/>)\n * Discover\n * [ Documentation ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/docs/>)\nIn-depth articles on Microsoft developer tools and technologies\n * [ Training ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/training/>)\nPersonalized learning paths and courses\n * [ Credentials ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/credentials/>)\nGlobally recognized, industry-endorsed credentials\n * [ Q&A ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/answers/>)\nTechnical questions and answers moderated by Microsoft\n * [ Code Samples ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/samples/>)\nCode sample library for Microsoft developer tools and technologies\n * [ Assessments ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/assessments/>)\nInteractive, curated guidance and recommendations\n * [ Shows ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/shows/>)\nThousands of hours of original programming from Microsoft experts\nMicrosoft Learn for Organizations\n[ Boost your team's technical skills ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/training/organizations/>)\nAccess curated resources to upskill your team and close skills gaps.\n * Product documentation\n * [ ASP.NET ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/aspnet/>)\n * [ Azure ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/azure/>)\n * [ Dynamics 365 ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/dynamics365/>)\n * [ Microsoft 365 ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/microsoft-365/>)\n * [ Microsoft Copilot ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/copilot/>)\n * [ Microsoft Edge ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/microsoft-edge/>)\n * [ Microsoft Entra ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/entra/>)\n * [ Microsoft Graph ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/graph/>)\n * [ Microsoft Intune ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/mem/>)\n * [ Microsoft Purview ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/purview/>)\n * [ Microsoft Teams ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/microsoftteams/>)\n * [ .NET ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/dotnet/>)\n * [ Power Apps ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/power-apps/>)\n * [ Power BI ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/power-bi/>)\n * [ Power Platform ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/power-platform/>)\n * [ PowerShell ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/powershell/>)\n * [ SQL ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/sql/>)\n * [ Sysinternals ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/sysinternals/>)\n * [ Visual Studio ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/visualstudio/>)\n * [ Windows ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/windows/>)\n * [ Windows Server ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/windows-server/>)\n[ View all products ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/docs/>)\nMicrosoft Learn for Organizations\n[ Boost your team's technical skills ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/training/organizations/>)\nAccess curated resources to upskill your team and close skills gaps.\n * Development languages\n * [ C++ ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/cpp/>)\n * [ C# ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/dotnet/csharp/>)\n * [ DAX ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/dax/>)\n * [ Java ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/java/>)\n * [ OData ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/odata/>)\n * [ OpenAPI ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/openapi/>)\n * [ Power Query M ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/powerquery-m/>)\n * [ VBA ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/office/vba/>)\nMicrosoft Learn for Organizations\n[ Boost your team's technical skills ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/training/organizations/>)\nAccess curated resources to upskill your team and close skills gaps.\n * Topics\n * [ Artificial intelligence ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/ai/>)\n * [ Compliance ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/compliance/>)\n * [ DevOps ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/devops/>)\n * [ Platform engineering ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/platform-engineering/>)\n * [ Security ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/security/>)\nMicrosoft Learn for Organizations\n[ Boost your team's technical skills ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/training/organizations/>)\nAccess curated resources to upskill your team and close skills gaps.\n\nSuggestions will filter as you type\n[ Sign in ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<#>)\n * [ Profile ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/learn.microsoft.com/en-us/users/me/activity/>)\n * [ Settings ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/learn.microsoft.com/en-us/users/me/settings/>)\n\n[ Sign out ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<#>)\n[ Azure ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/azure/>)\n * Products\n * Popular products\n * [ Azure AI Services ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/azure/ai-services/>)\n * [ Azure App Service ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/azure/app-service/>)\n * [ Azure Databricks ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/azure/databricks/>)\n * [ Azure DevOps ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/azure/devops/>)\n * [ Azure Functions ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/azure/azure-functions/>)\n * [ Azure Monitor ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/azure/azure-monitor/>)\n * [ Azure Virtual Machines ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/azure/virtual-machines/>)\n * Popular categories\n * [ Compute ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/azure/?product=compute>)\n * [ Networking ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/azure/?product=networking>)\n * [ Storage ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/azure/?product=storage>)\n * [ AI & machine learning ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/azure/?product=ai-machine-learning>)\n * [ Analytics ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/azure/?product=analytics>)\n * [ Databases ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/azure/?product=databases>)\n * [ Security ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/azure/?product=security>)\n * [ View all products ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/azure/>)\n * Architecture\n * [ Cloud Adoption Framework ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/azure/cloud-adoption-framework/>)\n * [ Well-Architected Framework ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/azure/well-architected/>)\n * [ Azure Architecture Center ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/azure/architecture/>)\n * Develop\n * [ Python ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/azure/developer/python/>)\n * [ .NET ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/dotnet/azure/>)\n * [ JavaScript ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/azure/developer/javascript/>)\n * [ Java ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/azure/developer/java/>)\n * [ PowerShell ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/powershell/azure/>)\n * [ Azure CLI ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/cli/azure/>)\n * [ View all developer resources ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/azure/developer/>)\n * Learn Azure\n * [ Start your AI learning assessment ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/assessments/1c032171-8ca0-4032-8962-a38a5cc424a8/>)\n * Top learning paths\n * [ Cloud concepts ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/training/paths/microsoft-azure-fundamentals-describe-cloud-concepts/>)\n * [ AI fundamentals ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/training/paths/get-started-with-artificial-intelligence-on-azure/>)\n * [ Intro to generative AI ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/training/paths/introduction-generative-ai/>)\n * [ Azure Architecture fundamentals ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/training/paths/azure-fundamentals-describe-azure-architecture-services/>)\n * [ Earn credentials ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/credentials/browse/?products=azure>)\n * [ Instructor-led courses ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/training/browse/?products=azure&resource_type=course>)\n * [ View all training ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/training/azure/>)\n * [ Troubleshooting ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/troubleshoot/azure/>)\n * Resources\n * [ Product overview ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/azure.microsoft.com/get-started>)\n * [ Latest blog posts ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/azure.microsoft.com/blog/>)\n * [ Pricing information ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/azure.microsoft.com/pricing/>)\n * [ Support options ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/azure.microsoft.com/support/options/>)\n * More\n * Products\n * Popular products\n * [ Azure AI Services ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/azure/ai-services/>)\n * [ Azure App Service ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/azure/app-service/>)\n * [ Azure Databricks ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/azure/databricks/>)\n * [ Azure DevOps ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/azure/devops/>)\n * [ Azure Functions ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/azure/azure-functions/>)\n * [ Azure Monitor ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/azure/azure-monitor/>)\n * [ Azure Virtual Machines ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/azure/virtual-machines/>)\n * Popular categories\n * [ Compute ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/azure/?product=compute>)\n * [ Networking ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/azure/?product=networking>)\n * [ Storage ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/azure/?product=storage>)\n * [ AI & machine learning ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/azure/?product=ai-machine-learning>)\n * [ Analytics ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/azure/?product=analytics>)\n * [ Databases ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/azure/?product=databases>)\n * [ Security ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/azure/?product=security>)\n * [ View all products ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/azure/>)\n * Architecture\n * [ Cloud Adoption Framework ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/azure/cloud-adoption-framework/>)\n * [ Well-Architected Framework ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/azure/well-architected/>)\n * [ Azure Architecture Center ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/azure/architecture/>)\n * Develop\n * [ Python ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/azure/developer/python/>)\n * [ .NET ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/dotnet/azure/>)\n * [ JavaScript ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/azure/developer/javascript/>)\n * [ Java ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/azure/developer/java/>)\n * [ PowerShell ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/powershell/azure/>)\n * [ Azure CLI ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/cli/azure/>)\n * [ View all developer resources ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/azure/developer/>)\n * Learn Azure\n * [ Start your AI learning assessment ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/assessments/1c032171-8ca0-4032-8962-a38a5cc424a8/>)\n * Top learning paths\n * [ Cloud concepts ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/training/paths/microsoft-azure-fundamentals-describe-cloud-concepts/>)\n * [ AI fundamentals ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/training/paths/get-started-with-artificial-intelligence-on-azure/>)\n * [ Intro to generative AI ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/training/paths/introduction-generative-ai/>)\n * [ Azure Architecture fundamentals ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/training/paths/azure-fundamentals-describe-azure-architecture-services/>)\n * [ Earn credentials ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/credentials/browse/?products=azure>)\n * [ Instructor-led courses ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/training/browse/?products=azure&resource_type=course>)\n * [ View all training ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/training/azure/>)\n * [ Troubleshooting ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/troubleshoot/azure/>)\n * Resources\n * [ Product overview ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/azure.microsoft.com/get-started>)\n * [ Latest blog posts ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/azure.microsoft.com/blog/>)\n * [ Pricing information ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/azure.microsoft.com/pricing/>)\n * [ Support options ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/azure.microsoft.com/support/options/>)\n\n[ Portal ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/portal.azure.com>) [ Free account ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/azure.microsoft.com/free/>)\nTable of contents Exit focus mode\nSearch\nSuggestions will filter as you type\n * [Service Fabric Documentation](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/learn.microsoft.com/en-us/azure/service-fabric/>)\n * Overview\n * Quickstarts\n * [Managed cluster with Azure portal](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/learn.microsoft.com/en-us/azure/service-fabric/quickstart-managed-cluster-portal>)\n * [Managed cluster with ARM template](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/learn.microsoft.com/en-us/azure/service-fabric/quickstart-managed-cluster-template>)\n * [Service Fabric cluster with Azure portal](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/learn.microsoft.com/en-us/azure/service-fabric/quickstart-classic-cluster-portal>)\n * [Service Fabric cluster with Bicep](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/learn.microsoft.com/en-us/azure/service-fabric/quickstart-cluster-bicep>)\n * [Service Fabric cluster with ARM template](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/learn.microsoft.com/en-us/azure/service-fabric/quickstart-cluster-template>)\n * [Create .NET application](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/learn.microsoft.com/en-us/azure/service-fabric/service-fabric-quickstart-dotnet>)\n * [Deploy a Linux container application](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/learn.microsoft.com/en-us/azure/service-fabric/service-fabric-quickstart-containers-linux>)\n * [Deploy a Windows container application](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/learn.microsoft.com/en-us/azure/service-fabric/service-fabric-quickstart-containers>)\n * Java Quickstarts\n * Tutorials\n * Best practices\n * Samples\n * Concepts\n * How-to guides\n * Reference\n * Resources\n * [Support and troubleshooting](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/learn.microsoft.com/en-us/azure/service-fabric/service-fabric-support>)\n\nDownload PDF\n 1. [ Learn ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/learn.microsoft.com/en-us/>)\n 2. [ Azure ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/learn.microsoft.com/en-us/azure/>)\n 3. [ Service Fabric ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/learn.microsoft.com/en-us/azure/service-fabric/>)\n\n 1. [Learn](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/learn.microsoft.com/en-us/>)\n 2. [Azure](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/learn.microsoft.com/en-us/azure/>)\n 3. [Service Fabric](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/learn.microsoft.com/en-us/azure/service-fabric/>)\n\n[ Read in English ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/learn.microsoft.com/en-us/azure/service-fabric/scripts/cli-remove-application> \"Read in English\") Save\n * Add to Collections\n * Add to Plan\n\n[ ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/github.com/MicrosoftDocs/azure-compute-docs/blob/main/articles/service-fabric/scripts/cli-remove-application.md> \"Edit This Document\")\nTable of contents[ Read in English ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/learn.microsoft.com/en-us/azure/service-fabric/scripts/cli-remove-application> \"Read in English\") Add to Collections Add to Plan [ Edit ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/github.com/MicrosoftDocs/azure-compute-docs/blob/main/articles/service-fabric/scripts/cli-remove-application.md> \"Edit This Document\")\n#### Share via\n[ Facebook ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/www.facebook.com/sharer/sharer.php?u=https%3A%2F%2Flearn.microsoft.com%2Fen-us%2Fazure%2Fservice-fabric%2Fscripts%2Fcli-remove-application%3FWT.mc_id%3Dfacebook>) [ x.com ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/twitter.com/intent/tweet?original_referer=https%3A%2F%2Flearn.microsoft.com%2Fen-us%2Fazure%2Fservice-fabric%2Fscripts%2Fcli-remove-application%3FWT.mc_id%3Dtwitter&text=Today%20I%20completed%20%22Azure%20Service%20Fabric%20CLI%20\\(sfctl\\)%20Script%20Remove%20Sample%20%7C%20Microsoft%20Learn%22!%20I'm%20so%20proud%20to%20be%20celebrating%20this%20achievement%20and%20hope%20this%20inspires%20you%20to%20start%20your%20own%20%40MicrosoftLearn%20journey!&tw_p=tweetbutton&url=https%3A%2F%2Flearn.microsoft.com%2Fen-us%2Fazure%2Fservice-fabric%2Fscripts%2Fcli-remove-application%3FWT.mc_id%3Dtwitter>) [ LinkedIn ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/www.linkedin.com/feed/?shareActive=true&text=Today%20I%20completed%20%22Azure%20Service%20Fabric%20CLI%20\\(sfctl\\)%20Script%20Remove%20Sample%20%7C%20Microsoft%20Learn%22!%20I'm%20so%20proud%20to%20be%20celebrating%20this%20achievement%20and%20hope%20this%20inspires%20you%20to%20start%20your%20own%20%40MicrosoftLearn%20journey!%0A%0D%0Ahttps%3A%2F%2Flearn.microsoft.com%2Fen-us%2Fazure%2Fservice-fabric%2Fscripts%2Fcli-remove-application%3FWT.mc_id%3Dlinkedin>) Email Print\nTable of contents\n# Remove an application from a Service Fabric cluster using the Service Fabric CLI\n * Article\n * 08/22/2024\n * 5 contributors\n\nFeedback"
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain In this article?"
},
{
"from": "gpt",
"value": "1. [Sample script](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<#sample-script>)\n 2. [Next steps](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<#next-steps>)\n\nThis sample script deletes a running Service Fabric application instance, then unregisters an application type and version from the cluster. Deleting the application instance also deletes all the running service instances associated with that application. Next, the application files are deleted from the image store.\nIf needed, install the [Service Fabric CLI](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<../service-fabric-cli>).\n[](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<#sample-script>)"
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain Sample script?"
},
{
"from": "gpt",
"value": "sh Copy\n```\n#!/bin/bash\n\n# Select cluster\nsfctl cluster select \\\n --endpoint http://svcfab1.westus2.cloudapp.azure.com:19080\n# Delete the application\nsfctl application delete \\\n --application-id svcfab_app \\\n --timeout 500\n# Unprovision the application type\nsfctl application unprovision \\\n --application-type-name svcfab_appType \\\n --application-type-version 1.0.0 \\\n --timeout 500\n# Delete the application files from the image store\nsfctl store delete \\\n --content-path myappfolder\n\n```\n\n[](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<#next-steps>)"
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain Next steps?"
},
{
"from": "gpt",
"value": "For more information, see the [Service Fabric CLI documentation](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<../service-fabric-cli>).\nAdditional Service Fabric CLI samples for Azure Service Fabric can be found in the [Service Fabric CLI samples](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<../samples-cli>)."
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain Feedback?"
},
{
"from": "gpt",
"value": "Was this page helpful?\nYes No\n[ Provide product feedback ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/feedback.azure.com/d365community/forum/e622b37a-2225-ec11-b6e6-000d3a4f0f84>)|\n[ Get help at Microsoft Q&A ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/learn.microsoft.com/answers/tags/39/azure-service-fabric/>)"
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain Additional resources?"
},
{
"from": "gpt",
"value": "[ English (United States)](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/locale?target=https%3A%2F%2Flearn.microsoft.com%2Fen-us%2Fazure%2Fservice-fabric%2Fscripts%2Fcli-remove-application>)\n[ California Consumer Privacy Act (CCPA) Opt-Out Icon Your Privacy Choices ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/aka.ms/yourcaliforniaprivacychoices>)\nTheme\n * Light\n * Dark\n * High contrast\n\n * [Previous Versions](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/previous-versions/>)\n * [Blog](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/techcommunity.microsoft.com/t5/microsoft-learn-blog/bg-p/MicrosoftLearnBlog>)\n * [Contribute](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/contribute/>)\n * [Privacy](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/go.microsoft.com/fwlink/?LinkId=521839>)\n * [Terms of Use](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/legal/termsofuse>)\n * [Trademarks](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/www.microsoft.com/legal/intellectualproperty/Trademarks/>)\n * © Microsoft 2025"
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain In this article?"
},
{
"from": "gpt",
"value": "[ English (United States)](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/locale?target=https%3A%2F%2Flearn.microsoft.com%2Fen-us%2Fazure%2Fservice-fabric%2Fscripts%2Fcli-remove-application>)\n[ California Consumer Privacy Act (CCPA) Opt-Out Icon Your Privacy Choices ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/aka.ms/yourcaliforniaprivacychoices>)\nTheme\n * Light\n * Dark\n * High contrast\n\n * [Previous Versions](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/previous-versions/>)\n * [Blog](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/techcommunity.microsoft.com/t5/microsoft-learn-blog/bg-p/MicrosoftLearnBlog>)\n * [Contribute](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/contribute/>)\n * [Privacy](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/go.microsoft.com/fwlink/?LinkId=521839>)\n * [Terms of Use](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/legal/termsofuse>)\n * [Trademarks](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/www.microsoft.com/legal/intellectualproperty/Trademarks/>)\n * © Microsoft 2025"
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain [Skip to main content](https://learn.microsoft.com/en-us/azure/virtual-machines/<#main>)?"
},
{
"from": "gpt",
"value": "This browser is no longer supported.\nUpgrade to Microsoft Edge to take advantage of the latest features, security updates, and technical support.\n[Download Microsoft Edge](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/go.microsoft.com/fwlink/p/?LinkID=2092881 >) [More info about Internet Explorer and Microsoft Edge](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/learn.microsoft.com/en-us/lifecycle/faq/internet-explorer-microsoft-edge>)\n[ Learn ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/>) [ ](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/www.microsoft.com>)\nSuggestions will filter as you type\n[ Sign in ](https://learn.microsoft.com/en-us/azure/virtual-machines/<#>)\n * [ Profile ](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/learn.microsoft.com/en-us/users/me/activity/>)\n * [ Settings ](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/learn.microsoft.com/en-us/users/me/settings/>)\n\n[ Sign out ](https://learn.microsoft.com/en-us/azure/virtual-machines/<#>)\n[ ](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/www.microsoft.com>) [ Learn ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/>)\n * Discover\n * [ Documentation ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/docs/>)\nIn-depth articles on Microsoft developer tools and technologies\n * [ Training ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/training/>)\nPersonalized learning paths and courses\n * [ Credentials ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/credentials/>)\nGlobally recognized, industry-endorsed credentials\n * [ Q&A ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/answers/>)\nTechnical questions and answers moderated by Microsoft\n * [ Code Samples 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Microsoft 365 ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/microsoft-365/>)\n * [ Microsoft Copilot ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/copilot/>)\n * [ Microsoft Edge ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/microsoft-edge/>)\n * [ Microsoft Entra ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/entra/>)\n * [ Microsoft Graph ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/graph/>)\n * [ Microsoft Intune ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/mem/>)\n * [ Microsoft Purview ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/purview/>)\n * [ Microsoft Teams ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/microsoftteams/>)\n * [ .NET ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/dotnet/>)\n * [ Power Apps ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/power-apps/>)\n * [ Power BI ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/power-bi/>)\n * [ Power Platform ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/power-platform/>)\n * [ PowerShell ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/powershell/>)\n * [ SQL ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/sql/>)\n * [ Sysinternals ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/sysinternals/>)\n * [ Visual Studio ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/visualstudio/>)\n * [ Windows ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/windows/>)\n * [ Windows Server ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/windows-server/>)\n[ View all products ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/docs/>)\nMicrosoft Learn for Organizations\n[ Boost your team's technical skills 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](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/training/organizations/>)\nAccess curated resources to upskill your team and close skills gaps.\n * Topics\n * [ Artificial intelligence ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/ai/>)\n * [ Compliance ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/compliance/>)\n * [ DevOps ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/devops/>)\n * [ Platform engineering ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/platform-engineering/>)\n * [ Security ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/security/>)\nMicrosoft Learn for Organizations\n[ Boost your team's technical skills ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/training/organizations/>)\nAccess curated resources to upskill your team and close skills gaps.\n\nSuggestions will filter as you type\n[ Sign in ](https://learn.microsoft.com/en-us/azure/virtual-machines/<#>)\n * [ Profile ](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/learn.microsoft.com/en-us/users/me/activity/>)\n * [ Settings ](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/learn.microsoft.com/en-us/users/me/settings/>)\n\n[ Sign out ](https://learn.microsoft.com/en-us/azure/virtual-machines/<#>)\n[ Azure ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/azure/>)\n * Products\n * Popular products\n * [ Azure AI Services ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/azure/ai-services/>)\n * [ Azure App Service ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/azure/app-service/>)\n * [ Azure Databricks ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/azure/databricks/>)\n * [ Azure DevOps ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/azure/devops/>)\n * [ Azure Functions ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/azure/azure-functions/>)\n * [ Azure Monitor ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/azure/azure-monitor/>)\n * [ Azure Virtual Machines ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/azure/virtual-machines/>)\n * Popular categories\n * [ Compute ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/azure/?product=compute>)\n * [ Networking ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/azure/?product=networking>)\n * [ Storage ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/azure/?product=storage>)\n * [ AI & machine learning ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/azure/?product=ai-machine-learning>)\n * [ Analytics ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/azure/?product=analytics>)\n * [ Databases 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](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/training/paths/get-started-with-artificial-intelligence-on-azure/>)\n * [ Intro to generative AI ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/training/paths/introduction-generative-ai/>)\n * [ Azure Architecture fundamentals ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/training/paths/azure-fundamentals-describe-azure-architecture-services/>)\n * [ Earn credentials ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/credentials/browse/?products=azure>)\n * [ Instructor-led courses ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/training/browse/?products=azure&resource_type=course>)\n * [ View all training ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/training/azure/>)\n * [ Troubleshooting ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/troubleshoot/azure/>)\n * Resources\n * [ Product overview 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](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/azure/azure-functions/>)\n * [ Azure Monitor ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/azure/azure-monitor/>)\n * [ Azure Virtual Machines ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/azure/virtual-machines/>)\n * Popular categories\n * [ Compute ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/azure/?product=compute>)\n * [ Networking ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/azure/?product=networking>)\n * [ Storage ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/azure/?product=storage>)\n * [ AI & machine learning ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/azure/?product=ai-machine-learning>)\n * [ Analytics ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/azure/?product=analytics>)\n * [ Databases 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](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/training/paths/get-started-with-artificial-intelligence-on-azure/>)\n * [ Intro to generative AI ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/training/paths/introduction-generative-ai/>)\n * [ Azure Architecture fundamentals ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/training/paths/azure-fundamentals-describe-azure-architecture-services/>)\n * [ Earn credentials ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/credentials/browse/?products=azure>)\n * [ Instructor-led courses ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/training/browse/?products=azure&resource_type=course>)\n * [ View all training ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/training/azure/>)\n * [ Troubleshooting ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/troubleshoot/azure/>)\n * Resources\n * [ Product overview ](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/azure.microsoft.com/get-started>)\n * [ Latest blog posts ](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/azure.microsoft.com/blog/>)\n * [ Pricing information ](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/azure.microsoft.com/pricing/>)\n * [ Support options ](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/azure.microsoft.com/support/options/>)\n\n[ Portal ](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/portal.azure.com>) [ Free account ](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/azure.microsoft.com/free/>)\nTable of contents Exit focus mode\nSearch\nSuggestions will filter as you type\n * [Virtual Machines Documentation](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/learn.microsoft.com/en-us/azure/virtual-machines/>)\n * [Overview](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/learn.microsoft.com/en-us/azure/virtual-machines/overview>)\n * Quickstarts\n * Create a Linux VM\n * Create a Windows VM\n * Create a Virtual Machine Scale Set\n * Tutorials\n * Develop\n * Workloads\n * Instances\n * Sizes\n * Azure Compute Gallery\n * Images\n * Dedicated hosts\n * Azure Spot Virtual Machines\n * [Azure Boost](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/learn.microsoft.com/en-us/azure/azure-boost/overview>)\n * Azure Hybrid Benefit\n * Reserved instances\n * Capacity reservation\n * [Overview](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/learn.microsoft.com/en-us/azure/virtual-machines/capacity-reservation-overview>)\n * [Create a capacity reservation](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/learn.microsoft.com/en-us/azure/virtual-machines/capacity-reservation-create>)\n * [Overallocating capacity reservation](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/learn.microsoft.com/en-us/azure/virtual-machines/capacity-reservation-overallocate>)\n * [Modify a capacity reservation](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/learn.microsoft.com/en-us/azure/virtual-machines/capacity-reservation-modify>)\n * [Associate a VM](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/learn.microsoft.com/en-us/azure/virtual-machines/capacity-reservation-associate-vm>)\n * [Remove a VM](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/learn.microsoft.com/en-us/azure/virtual-machines/capacity-reservation-remove-vm>)\n * [Associate a scale set - Flexible](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/learn.microsoft.com/en-us/azure/virtual-machines/capacity-reservation-associate-virtual-machine-scale-set-flex>)\n * [Associate a scale set - Uniform](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/learn.microsoft.com/en-us/azure/virtual-machines/capacity-reservation-associate-virtual-machine-scale-set>)\n * [Remove a scale set](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/learn.microsoft.com/en-us/azure/virtual-machines/capacity-reservation-remove-virtual-machine-scale-set>)\n * Create Virtual Machines\n * [Auto-shutdown a VM](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/learn.microsoft.com/en-us/azure/virtual-machines/auto-shutdown-vm>)\n * Hibernating Virtual Machines\n * [Delete a VM and its resources](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/learn.microsoft.com/en-us/azure/virtual-machines/delete>)\n * Connect to Virtual Machines\n * Time sync\n * Run Command\n * Extensions\n * [Nested virtualization](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/learn.microsoft.com/en-us/virtualization/hyper-v-on-windows/user-guide/nested-virtualization>)\n * Migrate to Azure Resource Manager\n * [Estimated VM cost card in Portal (Preview)](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/learn.microsoft.com/en-us/azure/virtual-machines/estimated-vm-create-cost-card>)\n * Availability and scale\n * Disks\n * Networking\n * Security\n * Updates and maintenance\n * Monitoring\n * Backup and recovery\n * Reliability in Virtual Machines\n * Infrastructure automation\n * Cost optimization\n * Resources\n * [Support and troubleshooting](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/learn.microsoft.com/en-us/azure/virtual-machines/vm-support-help>)\n\nDownload PDF\n 1. [ Learn ](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/learn.microsoft.com/en-us/>)\n 2. [ Azure ](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/learn.microsoft.com/en-us/azure/>)\n 3. [ Virtual Machines ](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/learn.microsoft.com/en-us/azure/virtual-machines/>)\n\n 1. [Learn](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/learn.microsoft.com/en-us/>)\n 2. [Azure](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/learn.microsoft.com/en-us/azure/>)\n 3. [Virtual Machines](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/learn.microsoft.com/en-us/azure/virtual-machines/>)\n\n[ Read in English ](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/learn.microsoft.com/en-us/azure/virtual-machines/capacity-reservation-remove-virtual-machine-scale-set?tabs=api1%2Capi2> \"Read in English\") Save\n * Add to Collections\n * Add to Plan\n\n[ ](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/github.com/MicrosoftDocs/azure-compute-docs/blob/main/articles/virtual-machines/capacity-reservation-remove-virtual-machine-scale-set.md> \"Edit This Document\")\nTable of contents[ Read in English ](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/learn.microsoft.com/en-us/azure/virtual-machines/capacity-reservation-remove-virtual-machine-scale-set?tabs=api1%2Capi2> \"Read in English\") Add to Collections Add to Plan [ Edit ](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/github.com/MicrosoftDocs/azure-compute-docs/blob/main/articles/virtual-machines/capacity-reservation-remove-virtual-machine-scale-set.md> \"Edit This Document\")\n#### Share via\n[ Facebook ](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/www.facebook.com/sharer/sharer.php?u=https%3A%2F%2Flearn.microsoft.com%2Fen-us%2Fazure%2Fvirtual-machines%2Fcapacity-reservation-remove-virtual-machine-scale-set%3Ftabs%3Dapi1%252Capi2%26WT.mc_id%3Dfacebook>) [ x.com ](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/twitter.com/intent/tweet?original_referer=https%3A%2F%2Flearn.microsoft.com%2Fen-us%2Fazure%2Fvirtual-machines%2Fcapacity-reservation-remove-virtual-machine-scale-set%3Ftabs%3Dapi1%252Capi2%26WT.mc_id%3Dtwitter&text=Today%20I%20completed%20%22Remove%20a%20virtual%20machine%20scale%20set%20association%20from%20a%20capacity%20reservation%20group%20-%20Azure%20Virtual%20Machines%20%7C%20Microsoft%20Learn%22!%20I'm%20so%20proud%20to%20be%20celebrating%20this%20achievement%20and%20hope%20this%20inspires%20you%20to%20start%20your%20own%20%40MicrosoftLearn%20journey!&tw_p=tweetbutton&url=https%3A%2F%2Flearn.microsoft.com%2Fen-us%2Fazure%2Fvirtual-machines%2Fcapacity-reservation-remove-virtual-machine-scale-set%3Ftabs%3Dapi1%252Capi2%26WT.mc_id%3Dtwitter>) [ LinkedIn ](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/www.linkedin.com/feed/?shareActive=true&text=Today%20I%20completed%20%22Remove%20a%20virtual%20machine%20scale%20set%20association%20from%20a%20capacity%20reservation%20group%20-%20Azure%20Virtual%20Machines%20%7C%20Microsoft%20Learn%22!%20I'm%20so%20proud%20to%20be%20celebrating%20this%20achievement%20and%20hope%20this%20inspires%20you%20to%20start%20your%20own%20%40MicrosoftLearn%20journey!%0A%0D%0Ahttps%3A%2F%2Flearn.microsoft.com%2Fen-us%2Fazure%2Fvirtual-machines%2Fcapacity-reservation-remove-virtual-machine-scale-set%3Ftabs%3Dapi1%252Capi2%26WT.mc_id%3Dlinkedin>) Email Print\nTable of contents\n# Remove a virtual machine scale set association from a capacity reservation group\n * Article\n * 09/10/2024\n * 3 contributors\n\nFeedback"
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain In this article?"
},
{
"from": "gpt",
"value": "1. [Deallocate the virtual machine scale set](https://learn.microsoft.com/en-us/azure/virtual-machines/<#deallocate-the-virtual-machine-scale-set>)\n 2. [Update the reserved quantity to zero](https://learn.microsoft.com/en-us/azure/virtual-machines/<#update-the-reserved-quantity-to-zero>)\n 3. [Upgrade policies](https://learn.microsoft.com/en-us/azure/virtual-machines/<#upgrade-policies>)\n 4. [Next step](https://learn.microsoft.com/en-us/azure/virtual-machines/<#next-step>)\n\n**Applies to:** ✔️ Uniform scale set ✔️ Flexible scale sets\nThis article walks you through removing a virtual machine scale set association from a capacity reservation group. To learn more about capacity reservations, see the [overview of capacity reservations](https://learn.microsoft.com/en-us/azure/virtual-machines/<capacity-reservation-overview>).\nBecause both the virtual machine (VM) and the underlying capacity reservation logically occupy capacity, Azure imposes some constraints on this process to avoid ambiguous allocation states and unexpected errors.\nThere are two ways to change an association:\n * Deallocate the virtual machine scale set, change the capacity reservation group property at the scale set level, and then update the underlying VMs.\n * Update the reserved quantity to zero and then change the capacity reservation group property.\n\n[](https://learn.microsoft.com/en-us/azure/virtual-machines/<#deallocate-the-virtual-machine-scale-set>)"
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain Deallocate the virtual machine scale set?"
},
{
"from": "gpt",
"value": "The first option is to deallocate the virtual machine scale set, change the capacity reservation group property at the scale set level, and then update the underlying VMs.\nFor more information about automatic, rolling, and manual upgrades, see [Upgrade policies](https://learn.microsoft.com/en-us/azure/virtual-machines/<#upgrade-policies>).\n * [API](https://learn.microsoft.com/en-us/azure/virtual-machines/<#tabpanel_1_api1>)\n * [CLI](https://learn.microsoft.com/en-us/azure/virtual-machines/<#tabpanel_1_cli1>)\n * [PowerShell](https://learn.microsoft.com/en-us/azure/virtual-machines/<#tabpanel_1_powershell1>)\n\n 1. Deallocate the virtual machine scale set:\nrest Copy\n```\nPOST https://management.azure.com/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.Compute/virtualMachineScaleSets/{VMScaleSetName}/deallocate?api-version=2021-04-01\n\n```\n\n 2. Update the virtual machine scale set to remove the association with the capacity reservation group:\nrest Copy\n```\nPUT https://management.azure.com/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.Compute/virtualMachineScaleSets/{VMScaleSetName}/update?api-version=2021-04-01\n\n```\n\nIn the request body, set the `capacityReservationGroup` property to `null` to remove the virtual machine scale set association to the group:\nJSON Copy\n```\n{\n\"location\": \"eastus\",\n\"properties\": {\n \"virtualMachineProfile\": {\n \"capacityReservation\": {\n \"capacityReservationGroup\":{\n \"id\":null\n }\n }\n }\n}\n}\n\n```\n\n 1. Deallocate the virtual machine scale set. The following command deallocates all VMs within the scale set:\nAzure CLI Copy Open Cloud Shell\n```\naz vmss deallocate\n--location eastus\n--resource-group myResourceGroup\n--name myVMSS\n\n```\n\n 2. Update the scale set to remove the association with the capacity reservation group. Setting the `capacity-reservation-group` property to `None` removes the association of the scale set to the capacity reservation group:\nAzure CLI Copy Open Cloud Shell\n```\naz vmss update\n--resource-group myresourcegroup\n--name myVMSS\n--capacity-reservation-group None\n\n```\n\n 1. Deallocate the virtual machine scale set. The following command deallocates all VMs within the scale set:\nPowerShell Copy Open Cloud Shell\n```\nStop-AzVmss\n-ResourceGroupName \"myResourceGroup\"\n-VMScaleSetName \"myVmss\"\n\n```\n\n 2. Update the scale set to remove the association with the capacity reservation group. Setting the `CapacityReservationGroupId` property to `null` removes the association of the scale set to the capacity reservation group:\nPowerShell Copy Open Cloud Shell\n```\n$vmss =\nGet-AzVmss\n-ResourceGroupName \"myResourceGroup\"\n-VMScaleSetName \"myVmss\"\nUpdate-AzVmss\n-ResourceGroupName \"myResourceGroup\"\n-VMScaleSetName \"myvmss\"\n-VirtualMachineScaleSet $vmss\n-CapacityReservationGroupId $null\n\n```\n\nTo learn more, see the Azure PowerShell commands [Stop-AzVmss](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/powershell/module/az.compute/stop-azvmss>), [Get-AzVmss](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/powershell/module/az.compute/get-azvmss>), and [Update-AzVmss](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/powershell/module/az.compute/update-azvmss>).\n[](https://learn.microsoft.com/en-us/azure/virtual-machines/<#update-the-reserved-quantity-to-zero>)"
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain Update the reserved quantity to zero?"
},
{
"from": "gpt",
"value": "The second option involves updating the reserved quantity to zero and then changing the capacity reservation group property.\nThis option works well when the scale set can't be deallocated and when a reservation is no longer needed. For example, you might create a capacity reservation to temporarily assure capacity during a large-scale deployment. After deployment is finished, the reservation is no longer needed.\nFor more information about automatic, rolling, and manual upgrades, see [Upgrade policies](https://learn.microsoft.com/en-us/azure/virtual-machines/<#upgrade-policies>).\n * [API](https://learn.microsoft.com/en-us/azure/virtual-machines/<#tabpanel_2_api2>)\n * [CLI](https://learn.microsoft.com/en-us/azure/virtual-machines/<#tabpanel_2_cli2>)\n * [PowerShell](https://learn.microsoft.com/en-us/azure/virtual-machines/<#tabpanel_2_powershell2>)\n\n 1. Update the reserved quantity to zero:\nrest Copy\n```\nPUT https://management.azure.com/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.Compute/CapacityReservationGroups/{CapacityReservationGroupName}/CapacityReservations/{CapacityReservationName}?api-version=2021-04-01\n\n```\n\nIn the request body, include the following parameters:\nJSON Copy\n```\n{\n\"sku\":\n {\n \"capacity\": 0\n }\n}\n\n```\n\nNote that the `capacity` property is set to `0`.\n 2. Update the virtual machine scale set to remove the association with the capacity reservation group.\nrest Copy\n```\nPUT https://management.azure.com/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.Compute/virtualMachineScaleSets/{VMScaleSetName}/update?api-version=2021-04-01\n\n```\n\nIn the request body, set the `capacityReservationGroup` property to `null` to remove the association:\nJSON Copy\n```\n{\n\"location\": \"eastus\",\n\"properties\": {\n \"virtualMachineProfile\": {\n \"capacityReservation\": {\n \"capacityReservationGroup\":{\n \"id\":null\n }\n }\n }\n}\n}\n\n```\n\n 1. Update the reserved quantity to zero:\nAzure CLI Copy Open Cloud Shell\n```\naz capacity reservation update\n-g myResourceGroup\n-c myCapacityReservationGroup\n-n myCapacityReservation\n--capacity 0\n\n```\n\n 2. Update the scale set to remove the association with the capacity reservation group by setting the `capacity-reservation-group` property to `None`:\nAzure CLI Copy Open Cloud Shell\n```\naz vmss update\n--resource-group myResourceGroup\n--name myVMSS\n--capacity-reservation-group None\n\n```\n\n 1. Update the reserved quantity to zero:\nPowerShell Copy Open Cloud Shell\n```\nUpdate-AzCapacityReservation\n-ResourceGroupName \"myResourceGroup\"\n-ReservationGroupName \"myCapacityReservationGroup\"\n-Name \"myCapacityReservation\"\n-CapacityToReserve 0\n\n```\n\n 2. Update the scale set to remove the association with the capacity reservation group by setting the `CapacityReservationGroupId` property to `null`:\nPowerShell Copy Open Cloud Shell\n```\n$vmss =\nGet-AzVmss\n-ResourceGroupName \"myResourceGroup\"\n-VMScaleSetName \"myVmss\"\nUpdate-AzVmss\n-ResourceGroupName \"myResourceGroup\"\n-VMScaleSetName \"myvmss\"\n-VirtualMachineScaleSet $vmss\n-CapacityReservationGroupId $null\n\n```\n\nTo learn more, see the Azure PowerShell commands [New-AzCapacityReservation](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/powershell/module/az.compute/new-azcapacityreservation>), [Get-AzVmss](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/powershell/module/az.compute/get-azvmss>), and [Update-AzVmss](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/powershell/module/az.compute/update-azvmss>).\n[](https://learn.microsoft.com/en-us/azure/virtual-machines/<#upgrade-policies>)"
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain Upgrade policies?"
},
{
"from": "gpt",
"value": "* **Automatic upgrade** : In this mode, the scale set VM instances are automatically dissociated from the capacity reservation group without any further action from you.\n * **Rolling upgrade** : In this mode, the scale set VM instances are dissociated from the capacity reservation group without any further action from you. However, they're updated in batches with an optional pause time between them.\n * **Manual upgrade** : In this mode, nothing happens to the scale set VM instances when the virtual machine scale set is updated. You need to individually remove each scale set VM by [upgrading it with the latest scale set model](https://learn.microsoft.com/en-us/azure/virtual-machines/<../virtual-machine-scale-sets/virtual-machine-scale-sets-upgrade-policy>).\n\n[](https://learn.microsoft.com/en-us/azure/virtual-machines/<#next-step>)"
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain Next step?"
},
{
"from": "gpt",
"value": "[Learn about overallocating a capacity reservation](https://learn.microsoft.com/en-us/azure/virtual-machines/<capacity-reservation-overallocate>)"
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain Feedback?"
},
{
"from": "gpt",
"value": "Was this page helpful?\nYes No\n[ Provide product feedback ](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/feedback.azure.com/d365community/forum/ec2f1827-be25-ec11-b6e6-000d3a4f0f1c>)|\n[ Get help at Microsoft Q&A ](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/learn.microsoft.com/answers/tags/94/azure-virtual-machines/>)"
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain Additional resources?"
},
{
"from": "gpt",
"value": "[ English (United States)](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/locale?target=https%3A%2F%2Flearn.microsoft.com%2Fen-us%2Fazure%2Fvirtual-machines%2Fcapacity-reservation-remove-virtual-machine-scale-set>)\n[ California Consumer Privacy Act (CCPA) Opt-Out Icon Your Privacy Choices ](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/aka.ms/yourcaliforniaprivacychoices>)\nTheme\n * Light\n * Dark\n * High contrast\n\n * [Previous Versions](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/previous-versions/>)\n * [Blog](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/techcommunity.microsoft.com/t5/microsoft-learn-blog/bg-p/MicrosoftLearnBlog>)\n * [Contribute](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/contribute/>)\n * [Privacy](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/go.microsoft.com/fwlink/?LinkId=521839>)\n * [Terms of Use](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/legal/termsofuse>)\n * [Trademarks](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/www.microsoft.com/legal/intellectualproperty/Trademarks/>)\n * © Microsoft 2025"
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain In this article?"
},
{
"from": "gpt",
"value": "[ English (United States)](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/locale?target=https%3A%2F%2Flearn.microsoft.com%2Fen-us%2Fazure%2Fvirtual-machines%2Fcapacity-reservation-remove-virtual-machine-scale-set>)\n[ California Consumer Privacy Act (CCPA) Opt-Out Icon Your Privacy Choices ](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/aka.ms/yourcaliforniaprivacychoices>)\nTheme\n * Light\n * Dark\n * High contrast\n\n * [Previous Versions](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/previous-versions/>)\n * [Blog](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/techcommunity.microsoft.com/t5/microsoft-learn-blog/bg-p/MicrosoftLearnBlog>)\n * [Contribute](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/contribute/>)\n * [Privacy](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/go.microsoft.com/fwlink/?LinkId=521839>)\n * [Terms of Use](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/legal/termsofuse>)\n * [Trademarks](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/www.microsoft.com/legal/intellectualproperty/Trademarks/>)\n * © Microsoft 2025"
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain [Skip to main content](https://learn.microsoft.com/en-us/azure/virtual-machines/<#main>)?"
},
{
"from": "gpt",
"value": "This browser is no longer supported.\nUpgrade to Microsoft Edge to take advantage of the latest features, security updates, and technical support.\n[Download Microsoft Edge](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/go.microsoft.com/fwlink/p/?LinkID=2092881 >) [More info about Internet Explorer and Microsoft Edge](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/learn.microsoft.com/en-us/lifecycle/faq/internet-explorer-microsoft-edge>)\n[ Learn ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/>) [ ](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/www.microsoft.com>)\nSuggestions will filter as you type\n[ Sign in ](https://learn.microsoft.com/en-us/azure/virtual-machines/<#>)\n * [ Profile ](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/learn.microsoft.com/en-us/users/me/activity/>)\n * [ Settings ](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/learn.microsoft.com/en-us/users/me/settings/>)\n\n[ Sign out ](https://learn.microsoft.com/en-us/azure/virtual-machines/<#>)\n[ ](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/www.microsoft.com>) [ Learn ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/>)\n * Discover\n * [ Documentation ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/docs/>)\nIn-depth articles on Microsoft developer tools and technologies\n * [ Training ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/training/>)\nPersonalized learning paths and courses\n * [ Credentials ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/credentials/>)\nGlobally recognized, industry-endorsed credentials\n * [ Q&A ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/answers/>)\nTechnical questions and answers moderated by Microsoft\n * [ Code Samples ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/samples/>)\nCode sample library for Microsoft developer tools and technologies\n * [ Assessments ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/assessments/>)\nInteractive, curated guidance and recommendations\n * [ Shows ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/shows/>)\nThousands of hours of original programming from Microsoft experts\nMicrosoft Learn for Organizations\n[ Boost your team's technical skills ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/training/organizations/>)\nAccess curated resources to upskill your team and close skills gaps.\n * Product documentation\n * [ ASP.NET ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/aspnet/>)\n * [ Azure ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/azure/>)\n * [ Dynamics 365 ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/dynamics365/>)\n * [ Microsoft 365 ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/microsoft-365/>)\n * [ Microsoft Copilot ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/copilot/>)\n * [ Microsoft Edge ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/microsoft-edge/>)\n * [ Microsoft Entra ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/entra/>)\n * [ Microsoft Graph ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/graph/>)\n * [ Microsoft Intune ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/mem/>)\n * [ Microsoft Purview ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/purview/>)\n * [ Microsoft Teams ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/microsoftteams/>)\n * [ .NET ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/dotnet/>)\n * [ Power Apps ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/power-apps/>)\n * [ Power BI ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/power-bi/>)\n * [ Power Platform ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/power-platform/>)\n * [ PowerShell ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/powershell/>)\n * [ SQL ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/sql/>)\n * [ Sysinternals ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/sysinternals/>)\n * [ Visual Studio ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/visualstudio/>)\n * [ Windows ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/windows/>)\n * [ Windows Server ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/windows-server/>)\n[ View all products ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/docs/>)\nMicrosoft Learn for Organizations\n[ Boost your team's technical skills ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/training/organizations/>)\nAccess curated resources to upskill your team and close skills gaps.\n * Development languages\n * [ C++ ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/cpp/>)\n * [ C# ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/dotnet/csharp/>)\n * [ DAX ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/dax/>)\n * [ Java ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/java/>)\n * [ OData ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/odata/>)\n * [ OpenAPI ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/openapi/>)\n * [ Power Query M ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/powerquery-m/>)\n * [ VBA ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/office/vba/>)\nMicrosoft Learn for Organizations\n[ Boost your team's technical skills ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/training/organizations/>)\nAccess curated resources to upskill your team and close skills gaps.\n * Topics\n * [ Artificial intelligence ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/ai/>)\n * [ Compliance ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/compliance/>)\n * [ DevOps ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/devops/>)\n * [ Platform engineering ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/platform-engineering/>)\n * [ Security ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/security/>)\nMicrosoft Learn for Organizations\n[ Boost your team's technical skills ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/training/organizations/>)\nAccess curated resources to upskill your team and close skills gaps.\n\nSuggestions will filter as you type\n[ Sign in ](https://learn.microsoft.com/en-us/azure/virtual-machines/<#>)\n * [ Profile ](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/learn.microsoft.com/en-us/users/me/activity/>)\n * [ Settings ](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/learn.microsoft.com/en-us/users/me/settings/>)\n\n[ Sign out ](https://learn.microsoft.com/en-us/azure/virtual-machines/<#>)\n[ Azure ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/azure/>)\n * Products\n * Popular products\n * [ Azure AI Services ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/azure/ai-services/>)\n * [ Azure App Service ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/azure/app-service/>)\n * [ Azure Databricks ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/azure/databricks/>)\n * [ Azure DevOps ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/azure/devops/>)\n * [ Azure Functions ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/azure/azure-functions/>)\n * [ Azure Monitor ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/azure/azure-monitor/>)\n * [ Azure Virtual Machines ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/azure/virtual-machines/>)\n * Popular categories\n * [ Compute ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/azure/?product=compute>)\n * [ Networking ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/azure/?product=networking>)\n * [ Storage ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/azure/?product=storage>)\n * [ AI & machine learning ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/azure/?product=ai-machine-learning>)\n * [ Analytics ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/azure/?product=analytics>)\n * [ Databases ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/azure/?product=databases>)\n * [ Security ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/azure/?product=security>)\n * [ View all products ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/azure/>)\n * Architecture\n * [ Cloud Adoption Framework ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/azure/cloud-adoption-framework/>)\n * [ Well-Architected Framework ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/azure/well-architected/>)\n * [ Azure Architecture Center ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/azure/architecture/>)\n * Develop\n * [ Python ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/azure/developer/python/>)\n * [ .NET ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/dotnet/azure/>)\n * [ JavaScript ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/azure/developer/javascript/>)\n * [ Java ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/azure/developer/java/>)\n * [ PowerShell ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/powershell/azure/>)\n * [ Azure CLI ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/cli/azure/>)\n * [ View all developer resources ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/azure/developer/>)\n * Learn Azure\n * [ Start your AI learning assessment ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/assessments/1c032171-8ca0-4032-8962-a38a5cc424a8/>)\n * Top learning paths\n * [ Cloud concepts ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/training/paths/microsoft-azure-fundamentals-describe-cloud-concepts/>)\n * [ AI fundamentals ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/training/paths/get-started-with-artificial-intelligence-on-azure/>)\n * [ Intro to generative AI ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/training/paths/introduction-generative-ai/>)\n * [ Azure Architecture fundamentals ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/training/paths/azure-fundamentals-describe-azure-architecture-services/>)\n * [ Earn credentials ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/credentials/browse/?products=azure>)\n * [ Instructor-led courses ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/training/browse/?products=azure&resource_type=course>)\n * [ View all training ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/training/azure/>)\n * [ Troubleshooting ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/troubleshoot/azure/>)\n * Resources\n * [ Product overview ](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/azure.microsoft.com/get-started>)\n * [ Latest blog posts ](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/azure.microsoft.com/blog/>)\n * [ Pricing information ](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/azure.microsoft.com/pricing/>)\n * [ Support options ](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/azure.microsoft.com/support/options/>)\n * More\n * Products\n * Popular products\n * [ Azure AI Services ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/azure/ai-services/>)\n * [ Azure App Service ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/azure/app-service/>)\n * [ Azure Databricks ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/azure/databricks/>)\n * [ Azure DevOps ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/azure/devops/>)\n * [ Azure Functions ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/azure/azure-functions/>)\n * [ Azure Monitor ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/azure/azure-monitor/>)\n * [ Azure Virtual Machines ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/azure/virtual-machines/>)\n * Popular categories\n * [ Compute ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/azure/?product=compute>)\n * [ Networking ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/azure/?product=networking>)\n * [ Storage ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/azure/?product=storage>)\n * [ AI & machine learning ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/azure/?product=ai-machine-learning>)\n * [ Analytics ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/azure/?product=analytics>)\n * [ Databases ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/azure/?product=databases>)\n * [ Security ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/azure/?product=security>)\n * [ View all products ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/azure/>)\n * Architecture\n * [ Cloud Adoption Framework ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/azure/cloud-adoption-framework/>)\n * [ Well-Architected Framework ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/azure/well-architected/>)\n * [ Azure Architecture Center ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/azure/architecture/>)\n * Develop\n * [ Python ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/azure/developer/python/>)\n * [ .NET ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/dotnet/azure/>)\n * [ JavaScript ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/azure/developer/javascript/>)\n * [ Java ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/azure/developer/java/>)\n * [ PowerShell ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/powershell/azure/>)\n * [ Azure CLI ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/cli/azure/>)\n * [ View all developer resources ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/azure/developer/>)\n * Learn Azure\n * [ Start your AI learning assessment ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/assessments/1c032171-8ca0-4032-8962-a38a5cc424a8/>)\n * Top learning paths\n * [ Cloud concepts ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/training/paths/microsoft-azure-fundamentals-describe-cloud-concepts/>)\n * [ AI fundamentals ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/training/paths/get-started-with-artificial-intelligence-on-azure/>)\n * [ Intro to generative AI ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/training/paths/introduction-generative-ai/>)\n * [ Azure Architecture fundamentals ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/training/paths/azure-fundamentals-describe-azure-architecture-services/>)\n * [ Earn credentials ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/credentials/browse/?products=azure>)\n * [ Instructor-led courses ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/training/browse/?products=azure&resource_type=course>)\n * [ View all training ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/training/azure/>)\n * [ Troubleshooting ](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/troubleshoot/azure/>)\n * Resources\n * [ Product overview ](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/azure.microsoft.com/get-started>)\n * [ Latest blog posts ](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/azure.microsoft.com/blog/>)\n * [ Pricing information ](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/azure.microsoft.com/pricing/>)\n * [ Support options ](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/azure.microsoft.com/support/options/>)\n\n[ Portal ](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/portal.azure.com>) [ Free account ](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/azure.microsoft.com/free/>)\nTable of contents Exit focus mode\nSearch\nSuggestions will filter as you type\n * [Virtual Machines Documentation](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/learn.microsoft.com/en-us/azure/virtual-machines/>)\n * [Overview](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/learn.microsoft.com/en-us/azure/virtual-machines/overview>)\n * Quickstarts\n * Create a Linux VM\n * Create a Windows VM\n * Create a Virtual Machine Scale Set\n * Tutorials\n * Develop\n * Workloads\n * Instances\n * Availability and scale\n * [Overview](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/learn.microsoft.com/en-us/azure/virtual-machines/availability>)\n * Availability zones\n * [Overview](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/learn.microsoft.com/en-us/azure/reliability/availability-zones-overview?toc=/azure/virtual-machines/toc.json>)\n * [CLI](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/learn.microsoft.com/en-us/azure/virtual-machines/linux/create-cli-availability-zone>)\n * [PowerShell](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/learn.microsoft.com/en-us/azure/virtual-machines/windows/create-powershell-availability-zone>)\n * [Portal](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/learn.microsoft.com/en-us/azure/virtual-machines/create-portal-availability-zone>)\n * [Migrate to Availability Zones](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/learn.microsoft.com/en-us/azure/availability-zones/migrate-vm?toc=/azure/virtual-machines/toc.json&bc=/azure/virtual-machines/breadcrumb/toc.json>)\n * Regional to zonal move guides\n * Virtual Machine Scale Sets\n * Proximity Placement Groups\n * [Understand VM reboots](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/learn.microsoft.com/en-us/azure/virtual-machines/understand-vm-reboots>)\n * [Compute throttling limits](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/learn.microsoft.com/en-us/azure/virtual-machines/compute-throttling-limits>)\n * [Azure Regions](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/learn.microsoft.com/en-us/azure/virtual-machines/regions>)\n * Availability sets\n * Disks\n * Networking\n * Security\n * Updates and maintenance\n * Monitoring\n * Backup and recovery\n * Reliability in Virtual Machines\n * Infrastructure automation\n * Cost optimization\n * Resources\n * [Support and troubleshooting](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/learn.microsoft.com/en-us/azure/virtual-machines/vm-support-help>)\n\nDownload PDF\n 1. [ Learn ](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/learn.microsoft.com/en-us/>)\n 2. [ Azure ](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/learn.microsoft.com/en-us/azure/>)\n 3. [ Virtual Machines ](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/learn.microsoft.com/en-us/azure/virtual-machines/>)\n\n 1. [Learn](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/learn.microsoft.com/en-us/>)\n 2. [Azure](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/learn.microsoft.com/en-us/azure/>)\n 3. [Virtual Machines](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/learn.microsoft.com/en-us/azure/virtual-machines/>)\n\n[ Read in English ](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/learn.microsoft.com/en-us/azure/virtual-machines/create-portal-availability-zone> \"Read in English\") Save\n * Add to Collections\n * Add to Plan\n\n[ ](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/github.com/MicrosoftDocs/azure-compute-docs/blob/main/articles/virtual-machines/create-portal-availability-zone.md> \"Edit This Document\")\nTable of contents[ Read in English ](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/learn.microsoft.com/en-us/azure/virtual-machines/create-portal-availability-zone> \"Read in English\") Add to Collections Add to Plan [ Edit ](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/github.com/MicrosoftDocs/azure-compute-docs/blob/main/articles/virtual-machines/create-portal-availability-zone.md> \"Edit This Document\")\n#### Share via\n[ Facebook ](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/www.facebook.com/sharer/sharer.php?u=https%3A%2F%2Flearn.microsoft.com%2Fen-us%2Fazure%2Fvirtual-machines%2Fcreate-portal-availability-zone%3FWT.mc_id%3Dfacebook>) [ x.com ](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/twitter.com/intent/tweet?original_referer=https%3A%2F%2Flearn.microsoft.com%2Fen-us%2Fazure%2Fvirtual-machines%2Fcreate-portal-availability-zone%3FWT.mc_id%3Dtwitter&text=Today%20I%20completed%20%22Create%20zonal%20VMs%20with%20the%20Azure%20portal%20-%20Azure%20Virtual%20Machines%20%7C%20Microsoft%20Learn%22!%20I'm%20so%20proud%20to%20be%20celebrating%20this%20achievement%20and%20hope%20this%20inspires%20you%20to%20start%20your%20own%20%40MicrosoftLearn%20journey!&tw_p=tweetbutton&url=https%3A%2F%2Flearn.microsoft.com%2Fen-us%2Fazure%2Fvirtual-machines%2Fcreate-portal-availability-zone%3FWT.mc_id%3Dtwitter>) [ LinkedIn ](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/www.linkedin.com/feed/?shareActive=true&text=Today%20I%20completed%20%22Create%20zonal%20VMs%20with%20the%20Azure%20portal%20-%20Azure%20Virtual%20Machines%20%7C%20Microsoft%20Learn%22!%20I'm%20so%20proud%20to%20be%20celebrating%20this%20achievement%20and%20hope%20this%20inspires%20you%20to%20start%20your%20own%20%40MicrosoftLearn%20journey!%0A%0D%0Ahttps%3A%2F%2Flearn.microsoft.com%2Fen-us%2Fazure%2Fvirtual-machines%2Fcreate-portal-availability-zone%3FWT.mc_id%3Dlinkedin>) Email Print\nTable of contents\n# Create virtual machines in an availability zone using the Azure portal\n * Article\n * 08/22/2024\n * 7 contributors\n\nFeedback"
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain In this article?"
},
{
"from": "gpt",
"value": "1. [Create a Zonal Virtual Machine in an Azure-selected Zone](https://learn.microsoft.com/en-us/azure/virtual-machines/<#create-a-zonal-virtual-machine-in-an-azure-selected-zone>)\n 2. [Restrictions](https://learn.microsoft.com/en-us/azure/virtual-machines/<#restrictions>)\n 3. [Next steps](https://learn.microsoft.com/en-us/azure/virtual-machines/<#next-steps>)\n\n**Applies to:** ✔️ Linux VMs ✔️ Windows VMs\nThis article steps through using the Azure portal to create highly resilient virtual machines in [availability zones](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/azure/reliability/availability-zones-overview>). Azure availability zones are physically separate locations within each Azure region that are tolerant to local failures. Use availability zones to protect your applications and data against unlikely datacenter failures.\nTo use availability zones, create your virtual machines in a [supported Azure region](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/azure/reliability/availability-zones-region-support>).\n 1. Sign in to the [Azure portal](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/portal.azure.com>).\n 2. Click **Create a resource** > **Compute** > **Virtual machine**.\n 3. In the **Virtual machines** page, select **Create** and then **Virtual machine**. The **Create a virtual machine** page opens.\n 4. In the **Basics** tab, under **Project details** , make sure the correct subscription is selected and then choose a resource group or create a new one.\n 5. Under **Instance details** , type a name for the **Virtual machine name**.\n 6. For **Availability options** , leave the default of **Availability zone**.\n 7. For **Availability zone** , the drop-down defaults to _Zone 1_. If you choose multiple zones, a new VM is created in each zone. For example, if you select all three zones, then three VMs are created. The VM names are the original name you entered, with **-1** , **-2** , and **-3** appended to the name based on number of zones selected. If you want, you can edit each of the default VM names.\n\n 8. Complete the rest of the page as usual. If you want to create a load balancer, go to the **Networking** tab > **Load Balancing** > **Load balancing options**. You can choose either an Azure load balancer or an Application gateway.\nFor an **Azure load balancer** :\n 1. You can select an existing load balancer or select **Create a load balancer**.\n 2. To create a new load balancer, for **Load balancer name** type a load balancer name.\n 3. Select the **Type** of load balancer, either _Public_ or _Internal_.\n 4. Select the **Protocol** , either **TCP** or **UDP**.\n 5. You can leave the default **Port** and **Backend port** , or change them if needed. The backend port you select will be opened up on the Network Security Group (NSG) of the VM.\n 6. When you're done, select **Create**.\nFor an **Application Gateway** :\n 1. Select either an existing application gateway or **Create an application gateway**.\n 2. To create a new gateway, type the name for the application gateway. The Application Gateway can load balance multiple applications. Consider naming the Application Gateway according to the workloads you wish to load balance, rather than specific to the virtual machine name.\n 3. In **Routing rule** , type a rule name. The rule name should describe the workload you are load balancing.\n 4. For HTTP load balancing, you can leave the defaults and then select **Create**. For HTTPS load balancing, you have two options:\n * Upload a certificate and add the password (application gateway manages certificate storage). For certificate name, type a friendly name for the certificate.\n * Use a key vault (application gateway will pull a defined certificate from a defined key vault). Select your **Managed identity** , **Key Vault** , and **Certificate**.\nImportant\nAfter the VMs and application gateway are deployed, log in to the VMs to ensure that either the application gateway certificate is uploaded onto the VMs or the domain name of the VM certificate matches with the domain name of the application gateway.\nNote\nA separate subnet will be defined for Application Gateway upon creation. For more information, see [Application Gateway infrastructure configuration](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/azure/application-gateway/configuration-infrastructure>).\n 9. Leave the remaining defaults and then select the **Review + create** button at the bottom of the page.\n 10. On the **Create a virtual machine** page, you can see the details about the VM you are about to create. When you're ready, select **Create**.\n 11. If you are creating a Linux VM and the **Generate new key pair** window opens, select **Download private key and create resource**. Your key file will download as **myKey.pem**.\n 12. When the deployment is finished, select **Go to resource**.\n\n[](https://learn.microsoft.com/en-us/azure/virtual-machines/<#create-a-zonal-virtual-machine-in-an-azure-selected-zone>)"
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain Create a Zonal Virtual Machine in an Azure-selected Zone?"
},
{
"from": "gpt",
"value": "Important\nThese features are currently in PREVIEW. See the [Supplemental Terms of Use for Microsoft Azure Previews](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/azure.microsoft.com/support/legal/preview-supplemental-terms/>) for legal terms that apply to Azure features that are in beta, preview, or otherwise not yet released into general availability.\nIf you would like the resiliency benefits of a Zonal Virtual Machine and want help with selecting a zone, you can have Azure select the best-fit zone for your deployment.\nNote\nPlease review the Restrictions section before deploying your VM using an Azure-Selected Zone.\n 1. Sign in to the [Azure portal using this link](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/aka.ms/ZoneAny>) enabling the feature.\n 2. In the Basics tab, under Project details, make sure the correct subscription is selected and then choose a resource group or create a new one.\n 3. Under Instance details, type a name for the Virtual machine name.\n 4. For Availability options, Ensure Availability zone is selected.\n 5. For Zone options (Preview), select Azure-selected zone. The Availability zone selection should now be grayed out.\n 6. Configure the rest of your Virtual Machine as normal for deployment.\n\n\n[](https://learn.microsoft.com/en-us/azure/virtual-machines/<#restrictions>)"
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain Restrictions?"
},
{
"from": "gpt",
"value": "[](https://learn.microsoft.com/en-us/azure/virtual-machines/<#regions>)"
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain Regions?"
},
{
"from": "gpt",
"value": "Deploying a VM into an Azure-selected zone is available in all Zonal Regions except the following regions.\n * BrazilSouth\n * CentralIndia\n * EastUS\n * JapanEast\n * KoreaCentral\n\n[](https://learn.microsoft.com/en-us/azure/virtual-machines/<#disks>)"
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain Disks?"
},
{
"from": "gpt",
"value": "Existing OS and Data Disks are currently not supported. New Data Disk Source Type must be \"none\".\n[](https://learn.microsoft.com/en-us/azure/virtual-machines/<#supported-disk-types>)\n#### Supported Disk types\n * Standard HDDs (hard disk drives)\n * Premium SSDs\n * Premium SSD V2\n * Ultra Disks\n * Standard SSD ZRS\n\n[](https://learn.microsoft.com/en-us/azure/virtual-machines/<#unsupported-disk-types>)\n#### Unsupported Disk types\n * Standard SSD LRS\n\n\n[](https://learn.microsoft.com/en-us/azure/virtual-machines/<#other-resources>)"
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain Other resources?"
},
{
"from": "gpt",
"value": "* Existing Public IPs aren't supported for an Azure-selected zone. They can be added after deployment.\n * New Public IPs must be Zone Redundant or use an Azure-Selected Zone.\n * Load Balancers and Application Gateways must be Zonally Resilient to attach during the VM deployment.\n * Proximity Placement Groups, Capacity Reservation Groups, and Azure Dedicated Host aren't supported.\n * Site Recovery configuration isn't available during VM creation but can be configured after deployment.\n\n[](https://learn.microsoft.com/en-us/azure/virtual-machines/<#next-steps>)"
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain Next steps?"
},
{
"from": "gpt",
"value": "In this article, you learned how to create a VM in an availability zone. Learn more about [availability](https://learn.microsoft.com/en-us/azure/virtual-machines/<availability>) for Azure VMs."
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain Feedback?"
},
{
"from": "gpt",
"value": "Was this page helpful?\nYes No\n[ Provide product feedback ](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/feedback.azure.com/d365community/forum/ec2f1827-be25-ec11-b6e6-000d3a4f0f1c>)|\n[ Get help at Microsoft Q&A ](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/learn.microsoft.com/answers/tags/94/azure-virtual-machines/>)"
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain Additional resources?"
},
{
"from": "gpt",
"value": "[ English (United States)](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/locale?target=https%3A%2F%2Flearn.microsoft.com%2Fen-us%2Fazure%2Fvirtual-machines%2Fcreate-portal-availability-zone>)\n[ California Consumer Privacy Act (CCPA) Opt-Out Icon Your Privacy Choices ](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/aka.ms/yourcaliforniaprivacychoices>)\nTheme\n * Light\n * Dark\n * High contrast\n\n * [Previous Versions](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/previous-versions/>)\n * [Blog](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/techcommunity.microsoft.com/t5/microsoft-learn-blog/bg-p/MicrosoftLearnBlog>)\n * [Contribute](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/contribute/>)\n * [Privacy](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/go.microsoft.com/fwlink/?LinkId=521839>)\n * [Terms of Use](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/legal/termsofuse>)\n * [Trademarks](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/www.microsoft.com/legal/intellectualproperty/Trademarks/>)\n * © Microsoft 2025"
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain In this article?"
},
{
"from": "gpt",
"value": "[ English (United States)](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/locale?target=https%3A%2F%2Flearn.microsoft.com%2Fen-us%2Fazure%2Fvirtual-machines%2Fcreate-portal-availability-zone>)\n[ California Consumer Privacy Act (CCPA) Opt-Out Icon Your Privacy Choices ](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/aka.ms/yourcaliforniaprivacychoices>)\nTheme\n * Light\n * Dark\n * High contrast\n\n * [Previous Versions](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/previous-versions/>)\n * [Blog](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/techcommunity.microsoft.com/t5/microsoft-learn-blog/bg-p/MicrosoftLearnBlog>)\n * [Contribute](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/contribute/>)\n * [Privacy](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/go.microsoft.com/fwlink/?LinkId=521839>)\n * [Terms of Use](https://learn.microsoft.com/en-us/azure/virtual-machines/</en-us/legal/termsofuse>)\n * [Trademarks](https://learn.microsoft.com/en-us/azure/virtual-machines/<https:/www.microsoft.com/legal/intellectualproperty/Trademarks/>)\n * © Microsoft 2025"
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain [Skip to main content](https://learn.microsoft.com/en-us/azure/service-fabric/<#main>)?"
},
{
"from": "gpt",
"value": "This browser is no longer supported.\nUpgrade to Microsoft Edge to take advantage of the latest features, security updates, and technical support.\n[Download Microsoft Edge](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/go.microsoft.com/fwlink/p/?LinkID=2092881 >) [More info about Internet Explorer and Microsoft Edge](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/learn.microsoft.com/en-us/lifecycle/faq/internet-explorer-microsoft-edge>)\n[ Learn ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/>) [ ](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/www.microsoft.com>)\nSuggestions will filter as you type\n[ Sign in ](https://learn.microsoft.com/en-us/azure/service-fabric/<#>)\n * [ Profile ](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/learn.microsoft.com/en-us/users/me/activity/>)\n * [ Settings 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](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/power-bi/>)\n * [ Power Platform ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/power-platform/>)\n * [ PowerShell ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/powershell/>)\n * [ SQL ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/sql/>)\n * [ Sysinternals ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/sysinternals/>)\n * [ Visual Studio ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/visualstudio/>)\n * [ Windows ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/windows/>)\n * [ Windows Server ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/windows-server/>)\n[ View all products ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/docs/>)\nMicrosoft Learn for Organizations\n[ Boost your team's technical skills ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/training/organizations/>)\nAccess curated resources to upskill your team and close skills gaps.\n * Development languages\n * [ C++ ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/cpp/>)\n * [ C# ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/dotnet/csharp/>)\n * [ DAX ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/dax/>)\n * [ Java ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/java/>)\n * [ OData ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/odata/>)\n * [ OpenAPI ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/openapi/>)\n * [ Power Query M ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/powerquery-m/>)\n * [ VBA ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/office/vba/>)\nMicrosoft Learn for Organizations\n[ Boost your team's technical skills ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/training/organizations/>)\nAccess curated resources to upskill your team and close skills gaps.\n * Topics\n * [ Artificial intelligence ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/ai/>)\n * [ Compliance ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/compliance/>)\n * [ DevOps ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/devops/>)\n * [ Platform engineering ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/platform-engineering/>)\n * [ Security ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/security/>)\nMicrosoft Learn for Organizations\n[ Boost your team's technical skills ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/training/organizations/>)\nAccess curated resources to upskill your team and close skills gaps.\n\nSuggestions will filter as you type\n[ Sign in ](https://learn.microsoft.com/en-us/azure/service-fabric/<#>)\n * [ Profile ](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/learn.microsoft.com/en-us/users/me/activity/>)\n * [ Settings ](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/learn.microsoft.com/en-us/users/me/settings/>)\n\n[ Sign out ](https://learn.microsoft.com/en-us/azure/service-fabric/<#>)\n[ Azure ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/>)\n * Products\n * Popular products\n * [ Azure AI Services ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/ai-services/>)\n * [ Azure App Service ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/app-service/>)\n * [ Azure Databricks ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/databricks/>)\n * [ Azure DevOps ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/devops/>)\n * [ Azure Functions ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/azure-functions/>)\n * [ Azure Monitor ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/azure-monitor/>)\n * [ Azure Virtual Machines ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/virtual-machines/>)\n * Popular categories\n * [ Compute ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/?product=compute>)\n * [ Networking ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/?product=networking>)\n * [ Storage ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/?product=storage>)\n * [ AI & machine learning ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/?product=ai-machine-learning>)\n * [ Analytics ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/?product=analytics>)\n * [ Databases ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/?product=databases>)\n * [ Security ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/?product=security>)\n * [ View all products ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/>)\n * Architecture\n * [ Cloud Adoption Framework ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/cloud-adoption-framework/>)\n * [ Well-Architected Framework ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/well-architected/>)\n * [ Azure Architecture Center ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/architecture/>)\n * Develop\n * [ Python ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/developer/python/>)\n * [ .NET ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/dotnet/azure/>)\n * [ JavaScript ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/developer/javascript/>)\n * [ Java ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/developer/java/>)\n * [ PowerShell ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/powershell/azure/>)\n * [ Azure CLI ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/cli/azure/>)\n * [ View all developer resources ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/developer/>)\n * Learn Azure\n * [ Start your AI learning assessment ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/assessments/1c032171-8ca0-4032-8962-a38a5cc424a8/>)\n * Top learning paths\n * [ Cloud concepts ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/training/paths/microsoft-azure-fundamentals-describe-cloud-concepts/>)\n * [ AI fundamentals ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/training/paths/get-started-with-artificial-intelligence-on-azure/>)\n * [ Intro to generative AI ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/training/paths/introduction-generative-ai/>)\n * [ Azure Architecture fundamentals ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/training/paths/azure-fundamentals-describe-azure-architecture-services/>)\n * [ Earn credentials ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/credentials/browse/?products=azure>)\n * [ Instructor-led courses ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/training/browse/?products=azure&resource_type=course>)\n * [ View all training ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/training/azure/>)\n * [ Troubleshooting ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/troubleshoot/azure/>)\n * Resources\n * [ Product overview ](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/azure.microsoft.com/get-started>)\n * [ Latest blog posts ](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/azure.microsoft.com/blog/>)\n * [ Pricing information ](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/azure.microsoft.com/pricing/>)\n * [ Support options ](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/azure.microsoft.com/support/options/>)\n * More\n * Products\n * Popular products\n * [ Azure AI Services ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/ai-services/>)\n * [ Azure App Service ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/app-service/>)\n * [ Azure Databricks ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/databricks/>)\n * [ Azure DevOps ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/devops/>)\n * [ Azure Functions ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/azure-functions/>)\n * [ Azure Monitor ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/azure-monitor/>)\n * [ Azure Virtual Machines ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/virtual-machines/>)\n * Popular categories\n * [ Compute ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/?product=compute>)\n * [ Networking ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/?product=networking>)\n * [ Storage ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/?product=storage>)\n * [ AI & machine learning ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/?product=ai-machine-learning>)\n * [ Analytics ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/?product=analytics>)\n * [ Databases ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/?product=databases>)\n * [ Security ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/?product=security>)\n * [ View all products ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/>)\n * Architecture\n * [ Cloud Adoption Framework ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/cloud-adoption-framework/>)\n * [ Well-Architected Framework ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/well-architected/>)\n * [ Azure Architecture Center ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/architecture/>)\n * Develop\n * [ Python ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/developer/python/>)\n * [ .NET ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/dotnet/azure/>)\n * [ JavaScript ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/developer/javascript/>)\n * [ Java ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/developer/java/>)\n * [ PowerShell ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/powershell/azure/>)\n * [ Azure CLI ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/cli/azure/>)\n * [ View all developer resources ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/developer/>)\n * Learn Azure\n * [ Start your AI learning assessment ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/assessments/1c032171-8ca0-4032-8962-a38a5cc424a8/>)\n * Top learning paths\n * [ Cloud concepts ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/training/paths/microsoft-azure-fundamentals-describe-cloud-concepts/>)\n * [ AI fundamentals ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/training/paths/get-started-with-artificial-intelligence-on-azure/>)\n * [ Intro to generative AI ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/training/paths/introduction-generative-ai/>)\n * [ Azure Architecture fundamentals ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/training/paths/azure-fundamentals-describe-azure-architecture-services/>)\n * [ Earn credentials ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/credentials/browse/?products=azure>)\n * [ Instructor-led courses ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/training/browse/?products=azure&resource_type=course>)\n * [ View all training ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/training/azure/>)\n * [ Troubleshooting ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/troubleshoot/azure/>)\n * Resources\n * [ Product overview ](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/azure.microsoft.com/get-started>)\n * [ Latest blog posts ](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/azure.microsoft.com/blog/>)\n * [ Pricing information ](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/azure.microsoft.com/pricing/>)\n * [ Support options ](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/azure.microsoft.com/support/options/>)\n\n[ Portal ](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/portal.azure.com>) [ Free account ](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/azure.microsoft.com/free/>)\nTable of contents Exit focus mode\nSearch\nSuggestions will filter as you type\n * [Service Fabric Documentation](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/learn.microsoft.com/en-us/azure/service-fabric/>)\n * Overview\n * Quickstarts\n * [Managed cluster with Azure portal](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/learn.microsoft.com/en-us/azure/service-fabric/quickstart-managed-cluster-portal>)\n * [Managed cluster with ARM template](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/learn.microsoft.com/en-us/azure/service-fabric/quickstart-managed-cluster-template>)\n * [Service Fabric cluster with Azure portal](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/learn.microsoft.com/en-us/azure/service-fabric/quickstart-classic-cluster-portal>)\n * [Service Fabric cluster with Bicep](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/learn.microsoft.com/en-us/azure/service-fabric/quickstart-cluster-bicep>)\n * [Service Fabric cluster with ARM template](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/learn.microsoft.com/en-us/azure/service-fabric/quickstart-cluster-template>)\n * [Create .NET application](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/learn.microsoft.com/en-us/azure/service-fabric/service-fabric-quickstart-dotnet>)\n * [Deploy a Linux container application](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/learn.microsoft.com/en-us/azure/service-fabric/service-fabric-quickstart-containers-linux>)\n * [Deploy a Windows container application](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/learn.microsoft.com/en-us/azure/service-fabric/service-fabric-quickstart-containers>)\n * Java Quickstarts\n * Tutorials\n * Best practices\n * Samples\n * Concepts\n * How-to guides\n * Use Service Fabric managed clusters\n * Set up your development environment\n * Plan and prepare\n * Create and maintain clusters\n * Monitor and diagnose\n * Create your first...\n * Build applications\n * Manage application lifecycle\n * Set up and configure reverse proxy\n * Use Managed Identity for Service Fabric apps\n * Cluster setup\n * Application setup\n * How to deploy application with managed identity\n * [How to deploy application with a system-assigned managed identity](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/learn.microsoft.com/en-us/azure/service-fabric/how-to-deploy-service-fabric-application-system-assigned-managed-identity>)\n * [How to deploy application with a user-assigned managed identity](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/learn.microsoft.com/en-us/azure/service-fabric/how-to-deploy-service-fabric-application-user-assigned-managed-identity>)\n * [Use Managed Identity with Service Fabric application code](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/learn.microsoft.com/en-us/azure/service-fabric/how-to-managed-identity-service-fabric-app-code>)\n * [Grant access to other Azure resources](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/learn.microsoft.com/en-us/azure/service-fabric/how-to-grant-access-other-resources>)\n * Migrate your cluster to a new region\n * Migrate from Cloud Services\n * Reference\n * Resources\n * [Support and troubleshooting](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/learn.microsoft.com/en-us/azure/service-fabric/service-fabric-support>)\n\nDownload PDF\n 1. [ Learn ](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/learn.microsoft.com/en-us/>)\n 2. [ Azure ](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/learn.microsoft.com/en-us/azure/>)\n 3. [ Service Fabric ](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/learn.microsoft.com/en-us/azure/service-fabric/>)\n\n 1. [Learn](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/learn.microsoft.com/en-us/>)\n 2. [Azure](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/learn.microsoft.com/en-us/azure/>)\n 3. [Service Fabric](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/learn.microsoft.com/en-us/azure/service-fabric/>)\n\n[ Read in English ](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/learn.microsoft.com/en-us/azure/service-fabric/how-to-deploy-service-fabric-application-system-assigned-managed-identity> \"Read in English\") Save\n * Add to Collections\n * Add to Plan\n\n[ ](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/github.com/MicrosoftDocs/azure-compute-docs/blob/main/articles/service-fabric/how-to-deploy-service-fabric-application-system-assigned-managed-identity.md> \"Edit This Document\")\nTable of contents[ Read in English ](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/learn.microsoft.com/en-us/azure/service-fabric/how-to-deploy-service-fabric-application-system-assigned-managed-identity> \"Read in English\") Add to Collections Add to Plan [ Edit ](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/github.com/MicrosoftDocs/azure-compute-docs/blob/main/articles/service-fabric/how-to-deploy-service-fabric-application-system-assigned-managed-identity.md> \"Edit This Document\")\n#### Share via\n[ Facebook ](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/www.facebook.com/sharer/sharer.php?u=https%3A%2F%2Flearn.microsoft.com%2Fen-us%2Fazure%2Fservice-fabric%2Fhow-to-deploy-service-fabric-application-system-assigned-managed-identity%3FWT.mc_id%3Dfacebook>) [ x.com ](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/twitter.com/intent/tweet?original_referer=https%3A%2F%2Flearn.microsoft.com%2Fen-us%2Fazure%2Fservice-fabric%2Fhow-to-deploy-service-fabric-application-system-assigned-managed-identity%3FWT.mc_id%3Dtwitter&text=Today%20I%20completed%20%22Deploy%20a%20Service%20Fabric%20app%20with%20system-assigned%20MI%20-%20Azure%20Service%20Fabric%20%7C%20Microsoft%20Learn%22!%20I'm%20so%20proud%20to%20be%20celebrating%20this%20achievement%20and%20hope%20this%20inspires%20you%20to%20start%20your%20own%20%40MicrosoftLearn%20journey!&tw_p=tweetbutton&url=https%3A%2F%2Flearn.microsoft.com%2Fen-us%2Fazure%2Fservice-fabric%2Fhow-to-deploy-service-fabric-application-system-assigned-managed-identity%3FWT.mc_id%3Dtwitter>) [ LinkedIn ](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/www.linkedin.com/feed/?shareActive=true&text=Today%20I%20completed%20%22Deploy%20a%20Service%20Fabric%20app%20with%20system-assigned%20MI%20-%20Azure%20Service%20Fabric%20%7C%20Microsoft%20Learn%22!%20I'm%20so%20proud%20to%20be%20celebrating%20this%20achievement%20and%20hope%20this%20inspires%20you%20to%20start%20your%20own%20%40MicrosoftLearn%20journey!%0A%0D%0Ahttps%3A%2F%2Flearn.microsoft.com%2Fen-us%2Fazure%2Fservice-fabric%2Fhow-to-deploy-service-fabric-application-system-assigned-managed-identity%3FWT.mc_id%3Dlinkedin>) Email Print\nTable of contents\n# Deploy Service Fabric application with system-assigned managed identity\n * Article\n * 08/22/2024\n * 6 contributors\n\nFeedback"
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain In this article?"
},
{
"from": "gpt",
"value": "1. [System-assigned managed identity](https://learn.microsoft.com/en-us/azure/service-fabric/<#system-assigned-managed-identity>)\n 2. [Next Steps](https://learn.microsoft.com/en-us/azure/service-fabric/<#next-steps>)\n\nNote\nEnabling identity for an existing app which was initially deployed using Azure cmdlets is not supported.\nIn order to access the managed identity feature for Azure Service Fabric applications, you must first enable the Managed Identity Token Service on the cluster. This service is responsible for the authentication of Service Fabric applications using their managed identities, and for obtaining access tokens on their behalf. Once the service is enabled, you can see it in Service Fabric Explorer under the **System** section in the left pane, running under the name **fabric:/System/ManagedIdentityTokenService** next to other system services.\nNote\nDeployment of Service Fabric applications with managed identities are supported starting with API version `\"2019-06-01-preview\"`. You can also use the same API version for application type, application type version and service resources. The minimum supported Service Fabric runtime is 6.5 CU2. In addition, the build / package environment should also have the Service Fabric .NET SDK at CU2 or higher\n[](https://learn.microsoft.com/en-us/azure/service-fabric/<#system-assigned-managed-identity>)"
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain System-assigned managed identity?"
},
{
"from": "gpt",
"value": "[](https://learn.microsoft.com/en-us/azure/service-fabric/<#application-template>)"
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain Application template?"
},
{
"from": "gpt",
"value": "To enable application with a system-assigned managed identity, add the **identity** property to the application resource, with type **systemAssigned** as shown in the example below:\nJSON Copy\n```\n {\n \"apiVersion\": \"2019-06-01-preview\",\n \"type\": \"Microsoft.ServiceFabric/clusters/applications\",\n \"name\": \"[concat(parameters('clusterName'), '/', parameters('applicationName'))]\",\n \"location\": \"[resourceGroup().location]\",\n \"dependsOn\": [\n \"[concat('Microsoft.ServiceFabric/clusters/', parameters('clusterName'), '/applicationTypes/', parameters('applicationTypeName'), '/versions/', parameters('applicationTypeVersion'))]\"\n ],\n \"identity\": {\n \"type\" : \"systemAssigned\"\n },\n \"properties\": {\n \"typeName\": \"[parameters('applicationTypeName')]\",\n \"typeVersion\": \"[parameters('applicationTypeVersion')]\",\n \"parameters\": {\n }\n }\n }\n\n```\n\nThis property declares (to Azure Resource Manager, and the Managed Identity and Service Fabric Resource Providers, respectively, that this resource shall have an implicit (`system assigned`) managed identity.\n[](https://learn.microsoft.com/en-us/azure/service-fabric/<#application-and-service-package>)"
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain Application and service package?"
},
{
"from": "gpt",
"value": "1. Update the application manifest to add a **ManagedIdentity** element in the **Principals** section, containing a single entry as shown below:\n**ApplicationManifest.xml**\nXML Copy\n```\n<Principals>\n <ManagedIdentities>\n <ManagedIdentity Name=\"SystemAssigned\" />\n </ManagedIdentities>\n</Principals>\n\n```\n\nThis maps the identity assigned to the application as a resource to a friendly name, for further assignment to the services comprising the application.\n 2. In the **ServiceManifestImport** section corresponding to the service that is being assigned the managed identity, add an **IdentityBindingPolicy** element, as indicated below:\n**ApplicationManifest.xml**\nXML Copy\n```\n <ServiceManifestImport>\n <Policies>\n <IdentityBindingPolicy ServiceIdentityRef=\"WebAdmin\" ApplicationIdentityRef=\"SystemAssigned\" />\n </Policies>\n </ServiceManifestImport>\n\n```\n\nThis element assigns the identity of the application to the service; without this assignment, the service will not be able to access the identity of the application. In the snippet above, the `SystemAssigned` identity (which is a reserved keyword) is mapped to the service's definition under the friendly name `WebAdmin`.\n 3. Update the service manifest to add a **ManagedIdentity** element inside the **Resources** section with the name matching the value of the `ServiceIdentityRef` setting from the `IdentityBindingPolicy` definition in the application manifest:\n**ServiceManifest.xml**\nXML Copy\n```\n <Resources>\n ...\n <ManagedIdentities DefaultIdentity=\"WebAdmin\">\n <ManagedIdentity Name=\"WebAdmin\" />\n </ManagedIdentities>\n </Resources>\n\n```\n\nThis is the equivalent mapping of an identity to a service as described above, but from the perspective of the service definition. The identity is referenced here by its friendly name (`WebAdmin`), as declared in the application manifest.\n\n[](https://learn.microsoft.com/en-us/azure/service-fabric/<#next-steps>)"
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain Next Steps?"
},
{
"from": "gpt",
"value": "* Review [managed identity support](https://learn.microsoft.com/en-us/azure/service-fabric/<concepts-managed-identity>) in Azure Service Fabric\n * [Deploy a new](https://learn.microsoft.com/en-us/azure/service-fabric/<configure-new-azure-service-fabric-enable-managed-identity>) Azure Service Fabric cluster with managed identity support\n * [Enable managed identity](https://learn.microsoft.com/en-us/azure/service-fabric/<configure-existing-cluster-enable-managed-identity-token-service>) in an existing Azure Service Fabric cluster\n * Leverage a Service Fabric application's [managed identity from source code](https://learn.microsoft.com/en-us/azure/service-fabric/<how-to-managed-identity-service-fabric-app-code>)\n * [Deploy an Azure Service Fabric application with a user-assigned managed identity](https://learn.microsoft.com/en-us/azure/service-fabric/<how-to-deploy-service-fabric-application-user-assigned-managed-identity>)\n * [Grant an Azure Service Fabric application access to other Azure resources](https://learn.microsoft.com/en-us/azure/service-fabric/<how-to-grant-access-other-resources>)"
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain Feedback?"
},
{
"from": "gpt",
"value": "Was this page helpful?\nYes No\n[ Provide product feedback ](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/feedback.azure.com/d365community/forum/e622b37a-2225-ec11-b6e6-000d3a4f0f84>)|\n[ Get help at Microsoft Q&A ](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/learn.microsoft.com/answers/tags/39/azure-service-fabric/>)"
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain Additional resources?"
},
{
"from": "gpt",
"value": "[ English (United States)](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/locale?target=https%3A%2F%2Flearn.microsoft.com%2Fen-us%2Fazure%2Fservice-fabric%2Fhow-to-deploy-service-fabric-application-system-assigned-managed-identity>)\n[ California Consumer Privacy Act (CCPA) Opt-Out Icon Your Privacy Choices ](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/aka.ms/yourcaliforniaprivacychoices>)\nTheme\n * Light\n * Dark\n * High contrast\n\n * [Previous Versions](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/previous-versions/>)\n * [Blog](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/techcommunity.microsoft.com/t5/microsoft-learn-blog/bg-p/MicrosoftLearnBlog>)\n * [Contribute](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/contribute/>)\n * [Privacy](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/go.microsoft.com/fwlink/?LinkId=521839>)\n * [Terms of Use](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/legal/termsofuse>)\n * [Trademarks](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/www.microsoft.com/legal/intellectualproperty/Trademarks/>)\n * © Microsoft 2025"
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain In this article?"
},
{
"from": "gpt",
"value": "[ English (United States)](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/locale?target=https%3A%2F%2Flearn.microsoft.com%2Fen-us%2Fazure%2Fservice-fabric%2Fhow-to-deploy-service-fabric-application-system-assigned-managed-identity>)\n[ California Consumer Privacy Act (CCPA) Opt-Out Icon Your Privacy Choices ](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/aka.ms/yourcaliforniaprivacychoices>)\nTheme\n * Light\n * Dark\n * High contrast\n\n * [Previous Versions](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/previous-versions/>)\n * [Blog](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/techcommunity.microsoft.com/t5/microsoft-learn-blog/bg-p/MicrosoftLearnBlog>)\n * [Contribute](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/contribute/>)\n * [Privacy](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/go.microsoft.com/fwlink/?LinkId=521839>)\n * [Terms of Use](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/legal/termsofuse>)\n * [Trademarks](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/www.microsoft.com/legal/intellectualproperty/Trademarks/>)\n * © Microsoft 2025"
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain [Skip to main content](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<#main>)?"
},
{
"from": "gpt",
"value": "This browser is no longer supported.\nUpgrade to Microsoft Edge to take advantage of the latest features, security updates, and technical support.\n[Download Microsoft Edge](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/go.microsoft.com/fwlink/p/?LinkID=2092881 >) [More info about Internet Explorer and Microsoft Edge](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/learn.microsoft.com/en-us/lifecycle/faq/internet-explorer-microsoft-edge>)\n[ Learn ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/>) [ ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/www.microsoft.com>)\nSuggestions will filter as you type\n[ Sign in ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<#>)\n * [ Profile ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/learn.microsoft.com/en-us/users/me/activity/>)\n * [ Settings ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/learn.microsoft.com/en-us/users/me/settings/>)\n\n[ Sign out ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<#>)\n[ ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/www.microsoft.com>) [ Learn ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/>)\n * Discover\n * [ Documentation ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/docs/>)\nIn-depth articles on Microsoft developer tools and technologies\n * [ Training ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/training/>)\nPersonalized learning paths and courses\n * [ Credentials ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/credentials/>)\nGlobally recognized, industry-endorsed credentials\n * [ Q&A ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/answers/>)\nTechnical questions and answers moderated by Microsoft\n * [ Code Samples ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/samples/>)\nCode sample library for Microsoft developer tools and technologies\n * [ Assessments ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/assessments/>)\nInteractive, curated guidance and recommendations\n * [ Shows ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/shows/>)\nThousands of hours of original programming from Microsoft experts\nMicrosoft Learn for Organizations\n[ Boost your team's technical skills ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/training/organizations/>)\nAccess curated resources to upskill your team and close skills gaps.\n * Product documentation\n * [ ASP.NET ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/aspnet/>)\n * [ Azure ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/azure/>)\n * [ Dynamics 365 ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/dynamics365/>)\n * [ Microsoft 365 ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/microsoft-365/>)\n * [ Microsoft Copilot ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/copilot/>)\n * [ Microsoft Edge ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/microsoft-edge/>)\n * [ Microsoft Entra ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/entra/>)\n * [ Microsoft Graph ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/graph/>)\n * [ Microsoft Intune ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/mem/>)\n * [ Microsoft Purview ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/purview/>)\n * [ Microsoft Teams ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/microsoftteams/>)\n * [ .NET ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/dotnet/>)\n * [ Power Apps ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/power-apps/>)\n * [ Power BI ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/power-bi/>)\n * [ Power Platform ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/power-platform/>)\n * [ PowerShell ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/powershell/>)\n * [ SQL ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/sql/>)\n * [ Sysinternals ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/sysinternals/>)\n * [ Visual Studio ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/visualstudio/>)\n * [ Windows ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/windows/>)\n * [ Windows Server ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/windows-server/>)\n[ View all products ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/docs/>)\nMicrosoft Learn for Organizations\n[ Boost your team's technical skills ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/training/organizations/>)\nAccess curated resources to upskill your team and close skills gaps.\n * Development languages\n * [ C++ ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/cpp/>)\n * [ C# ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/dotnet/csharp/>)\n * [ DAX ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/dax/>)\n * [ Java ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/java/>)\n * [ OData ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/odata/>)\n * [ OpenAPI ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/openapi/>)\n * [ Power Query M ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/powerquery-m/>)\n * [ VBA ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/office/vba/>)\nMicrosoft Learn for Organizations\n[ Boost your team's technical skills ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/training/organizations/>)\nAccess curated resources to upskill your team and close skills gaps.\n * Topics\n * [ Artificial intelligence ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/ai/>)\n * [ Compliance ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/compliance/>)\n * [ DevOps ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/devops/>)\n * [ Platform engineering ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/platform-engineering/>)\n * [ Security ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/security/>)\nMicrosoft Learn for Organizations\n[ Boost your team's technical skills ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/training/organizations/>)\nAccess curated resources to upskill your team and close skills gaps.\n\nSuggestions will filter as you type\n[ Sign in ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<#>)\n * [ Profile ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/learn.microsoft.com/en-us/users/me/activity/>)\n * [ Settings ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/learn.microsoft.com/en-us/users/me/settings/>)\n\n[ Sign out ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<#>)\n[ Azure ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/azure/>)\n * Products\n * Popular products\n * [ Azure AI Services ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/azure/ai-services/>)\n * [ Azure App Service ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/azure/app-service/>)\n * [ Azure Databricks ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/azure/databricks/>)\n * [ Azure DevOps ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/azure/devops/>)\n * [ Azure Functions ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/azure/azure-functions/>)\n * [ Azure Monitor ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/azure/azure-monitor/>)\n * [ Azure Virtual Machines ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/azure/virtual-machines/>)\n * Popular categories\n * [ Compute ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/azure/?product=compute>)\n * [ Networking ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/azure/?product=networking>)\n * [ Storage ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/azure/?product=storage>)\n * [ AI & machine learning ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/azure/?product=ai-machine-learning>)\n * [ Analytics ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/azure/?product=analytics>)\n * [ Databases ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/azure/?product=databases>)\n * [ Security ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/azure/?product=security>)\n * [ View all products ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/azure/>)\n * Architecture\n * [ Cloud Adoption Framework ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/azure/cloud-adoption-framework/>)\n * [ Well-Architected Framework ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/azure/well-architected/>)\n * [ Azure Architecture Center ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/azure/architecture/>)\n * Develop\n * [ Python ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/azure/developer/python/>)\n * [ .NET ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/dotnet/azure/>)\n * [ JavaScript ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/azure/developer/javascript/>)\n * [ Java ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/azure/developer/java/>)\n * [ PowerShell ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/powershell/azure/>)\n * [ Azure CLI ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/cli/azure/>)\n * [ View all developer resources ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/azure/developer/>)\n * Learn Azure\n * [ Start your AI learning assessment ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/assessments/1c032171-8ca0-4032-8962-a38a5cc424a8/>)\n * Top learning paths\n * [ Cloud concepts ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/training/paths/microsoft-azure-fundamentals-describe-cloud-concepts/>)\n * [ AI fundamentals ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/training/paths/get-started-with-artificial-intelligence-on-azure/>)\n * [ Intro to generative AI ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/training/paths/introduction-generative-ai/>)\n * [ Azure Architecture fundamentals ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/training/paths/azure-fundamentals-describe-azure-architecture-services/>)\n * [ Earn credentials ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/credentials/browse/?products=azure>)\n * [ Instructor-led courses ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/training/browse/?products=azure&resource_type=course>)\n * [ View all training ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/training/azure/>)\n * [ Troubleshooting ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/troubleshoot/azure/>)\n * Resources\n * [ Product overview ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/azure.microsoft.com/get-started>)\n * [ Latest blog posts ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/azure.microsoft.com/blog/>)\n * [ Pricing information ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/azure.microsoft.com/pricing/>)\n * [ Support options 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categories\n * [ Compute ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/azure/?product=compute>)\n * [ Networking ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/azure/?product=networking>)\n * [ Storage ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/azure/?product=storage>)\n * [ AI & machine learning ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/azure/?product=ai-machine-learning>)\n * [ Analytics ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/azure/?product=analytics>)\n * [ Databases ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/azure/?product=databases>)\n * [ Security ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/azure/?product=security>)\n * [ View all products ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/azure/>)\n * Architecture\n * [ Cloud Adoption Framework ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/azure/cloud-adoption-framework/>)\n * [ Well-Architected Framework ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/azure/well-architected/>)\n * [ Azure Architecture Center ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/azure/architecture/>)\n * Develop\n * [ Python ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/azure/developer/python/>)\n * [ .NET ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/dotnet/azure/>)\n * [ JavaScript ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/azure/developer/javascript/>)\n * [ Java ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/azure/developer/java/>)\n * [ PowerShell ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/powershell/azure/>)\n * [ Azure CLI ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/cli/azure/>)\n * [ View all developer resources ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/azure/developer/>)\n * Learn Azure\n * [ Start your AI learning assessment ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/assessments/1c032171-8ca0-4032-8962-a38a5cc424a8/>)\n * Top learning paths\n * [ Cloud concepts ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/training/paths/microsoft-azure-fundamentals-describe-cloud-concepts/>)\n * [ AI fundamentals ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/training/paths/get-started-with-artificial-intelligence-on-azure/>)\n * [ Intro to generative AI ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/training/paths/introduction-generative-ai/>)\n * [ Azure Architecture fundamentals ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/training/paths/azure-fundamentals-describe-azure-architecture-services/>)\n * [ Earn credentials ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/credentials/browse/?products=azure>)\n * [ Instructor-led courses ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/training/browse/?products=azure&resource_type=course>)\n * [ View all training ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/training/azure/>)\n * [ Troubleshooting ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/troubleshoot/azure/>)\n * Resources\n * [ Product overview ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/azure.microsoft.com/get-started>)\n * [ Latest blog posts ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/azure.microsoft.com/blog/>)\n * [ Pricing information ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/azure.microsoft.com/pricing/>)\n * [ Support options ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/azure.microsoft.com/support/options/>)\n\n[ Portal ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/portal.azure.com>) [ Free account ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/azure.microsoft.com/free/>)\nTable of contents Exit focus mode\nSearch\nSuggestions will filter as you type\n * [Service Fabric Documentation](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/learn.microsoft.com/en-us/azure/service-fabric/>)\n * Overview\n * Quickstarts\n * [Managed cluster with Azure portal](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/learn.microsoft.com/en-us/azure/service-fabric/quickstart-managed-cluster-portal>)\n * [Managed cluster with ARM template](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/learn.microsoft.com/en-us/azure/service-fabric/quickstart-managed-cluster-template>)\n * [Service Fabric cluster with Azure portal](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/learn.microsoft.com/en-us/azure/service-fabric/quickstart-classic-cluster-portal>)\n * [Service Fabric cluster with Bicep](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/learn.microsoft.com/en-us/azure/service-fabric/quickstart-cluster-bicep>)\n * [Service Fabric cluster with ARM template](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/learn.microsoft.com/en-us/azure/service-fabric/quickstart-cluster-template>)\n * [Create .NET application](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/learn.microsoft.com/en-us/azure/service-fabric/service-fabric-quickstart-dotnet>)\n * [Deploy a Linux container application](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/learn.microsoft.com/en-us/azure/service-fabric/service-fabric-quickstart-containers-linux>)\n * [Deploy a Windows container application](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/learn.microsoft.com/en-us/azure/service-fabric/service-fabric-quickstart-containers>)\n * Java Quickstarts\n * Tutorials\n * Best practices\n * Samples\n * Concepts\n * How-to guides\n * Reference\n * Resources\n * [Support and troubleshooting](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/learn.microsoft.com/en-us/azure/service-fabric/service-fabric-support>)\n\nDownload PDF\n 1. [ Learn ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/learn.microsoft.com/en-us/>)\n 2. [ Azure ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/learn.microsoft.com/en-us/azure/>)\n 3. [ Service Fabric ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/learn.microsoft.com/en-us/azure/service-fabric/>)\n\n 1. [Learn](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/learn.microsoft.com/en-us/>)\n 2. [Azure](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/learn.microsoft.com/en-us/azure/>)\n 3. [Service Fabric](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/learn.microsoft.com/en-us/azure/service-fabric/>)\n\n[ Read in English ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/learn.microsoft.com/en-us/azure/service-fabric/scripts/service-fabric-powershell-add-application-certificate> \"Read in English\") Save\n * Add to Collections\n * Add to Plan\n\n[ ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/github.com/MicrosoftDocs/azure-compute-docs/blob/main/articles/service-fabric/scripts/service-fabric-powershell-add-application-certificate.md> \"Edit This Document\")\nTable of contents[ Read in English ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/learn.microsoft.com/en-us/azure/service-fabric/scripts/service-fabric-powershell-add-application-certificate> \"Read in English\") Add to Collections Add to Plan [ Edit ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/github.com/MicrosoftDocs/azure-compute-docs/blob/main/articles/service-fabric/scripts/service-fabric-powershell-add-application-certificate.md> \"Edit This Document\")\n#### Share via\n[ Facebook ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/www.facebook.com/sharer/sharer.php?u=https%3A%2F%2Flearn.microsoft.com%2Fen-us%2Fazure%2Fservice-fabric%2Fscripts%2Fservice-fabric-powershell-add-application-certificate%3FWT.mc_id%3Dfacebook>) [ x.com ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/twitter.com/intent/tweet?original_referer=https%3A%2F%2Flearn.microsoft.com%2Fen-us%2Fazure%2Fservice-fabric%2Fscripts%2Fservice-fabric-powershell-add-application-certificate%3FWT.mc_id%3Dtwitter&text=Today%20I%20completed%20%22Add%20application%20cert%20to%20a%20cluster%20in%20PowerShell%20%7C%20Microsoft%20Learn%22!%20I'm%20so%20proud%20to%20be%20celebrating%20this%20achievement%20and%20hope%20this%20inspires%20you%20to%20start%20your%20own%20%40MicrosoftLearn%20journey!&tw_p=tweetbutton&url=https%3A%2F%2Flearn.microsoft.com%2Fen-us%2Fazure%2Fservice-fabric%2Fscripts%2Fservice-fabric-powershell-add-application-certificate%3FWT.mc_id%3Dtwitter>) [ LinkedIn ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/www.linkedin.com/feed/?shareActive=true&text=Today%20I%20completed%20%22Add%20application%20cert%20to%20a%20cluster%20in%20PowerShell%20%7C%20Microsoft%20Learn%22!%20I'm%20so%20proud%20to%20be%20celebrating%20this%20achievement%20and%20hope%20this%20inspires%20you%20to%20start%20your%20own%20%40MicrosoftLearn%20journey!%0A%0D%0Ahttps%3A%2F%2Flearn.microsoft.com%2Fen-us%2Fazure%2Fservice-fabric%2Fscripts%2Fservice-fabric-powershell-add-application-certificate%3FWT.mc_id%3Dlinkedin>) Email Print\nTable of contents\n# Add an application certificate to a Service Fabric cluster\n * Article\n * 08/22/2024\n * 11 contributors\n\nFeedback"
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain In this article?"
},
{
"from": "gpt",
"value": "1. [Create a certificate in Key Vault](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<#create-a-certificate-in-key-vault>)\n 2. [Or upload an existing certificate into Key Vault](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<#or-upload-an-existing-certificate-into-key-vault>)\n 3. [Update virtual machine scale sets profile with certificate](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<#update-virtual-machine-scale-sets-profile-with-certificate>)\n 4. [Update the virtual machine scale set](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<#update-the-virtual-machine-scale-set>)\n 5. [Script explanation](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<#script-explanation>)\n 6. [Next steps](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<#next-steps>)\n\nShow 2 more\nThis sample script walks through how to create a certificate in Key Vault and then deploy it to one of the virtual machine scale sets your cluster runs on. This scenario does not use Service Fabric directly, but rather depends on Key Vault and on virtual machine scale sets.\nNote\nWe recommend that you use the Azure Az PowerShell module to interact with Azure. To get started, see [Install Azure PowerShell](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/powershell/azure/install-azure-powershell>). To learn how to migrate to the Az PowerShell module, see [Migrate Azure PowerShell from AzureRM to Az](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/powershell/azure/migrate-from-azurerm-to-az>).\nIf needed, install the Azure PowerShell using the instruction found in the [Azure PowerShell guide](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/powershell/azure/>) and then run `Connect-AzAccount` to create a connection with Azure.\n[](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<#create-a-certificate-in-key-vault>)"
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain Create a certificate in Key Vault?"
},
{
"from": "gpt",
"value": "PowerShell Copy\n```\n$VaultName = \"\"\n$CertName = \"\"\n$SubjectName = \"CN=\"\n$policy = New-AzKeyVaultCertificatePolicy -SubjectName $SubjectName -IssuerName Self -ValidityInMonths 12\nAdd-AzKeyVaultCertificate -VaultName $VaultName -Name $CertName -CertificatePolicy $policy\n\n```\n\n[](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<#or-upload-an-existing-certificate-into-key-vault>)"
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain Or upload an existing certificate into Key Vault?"
},
{
"from": "gpt",
"value": "PowerShell Copy\n```\n$VaultName= \"\"\n$CertName= \"\"\n$CertPassword= \"\"\n$PathToPFX= \"\"\n$bytes = [System.IO.File]::ReadAllBytes($PathToPFX)\n$base64 = [System.Convert]::ToBase64String($bytes)\n$jsonBlob = @{\n data = $base64\n dataType = 'pfx'\n password = $CertPassword\n } | ConvertTo-Json\n$contentbytes = [System.Text.Encoding]::UTF8.GetBytes($jsonBlob)\n$content = [System.Convert]::ToBase64String($contentbytes)\n$SecretValue = ConvertTo-SecureString -String $content -AsPlainText -Force\n# Upload the certificate to the key vault as a secret\n$Secret = Set-AzKeyVaultSecret -VaultName $VaultName -Name $CertName -SecretValue $SecretValue\n\n```\n\n[](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<#update-virtual-machine-scale-sets-profile-with-certificate>)"
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain Update virtual machine scale sets profile with certificate?"
},
{
"from": "gpt",
"value": "PowerShell Copy\n```\n$ResourceGroupName = \"\"\n$VMSSName = \"\"\n$CertStore = \"My\" # Update this with the store you want your certificate placed in, this is LocalMachine\\My\n# If you have added your certificate to the keyvault certificates, use\n$CertConfig = New-AzVmssVaultCertificateConfig -CertificateUrl (Get-AzKeyVaultCertificate -VaultName $VaultName -Name $CertName).SecretId -CertificateStore $CertStore\n# Otherwise, if you have added your certificate to the keyvault secrets, use\n$CertConfig = New-AzVmssVaultCertificateConfig -CertificateUrl (Get-AzKeyVaultSecret -VaultName $VaultName -Name $CertName).Id -CertificateStore $CertStore\n$VMSS = Get-AzVmss -ResourceGroupName $ResourceGroupName -VMScaleSetName $VMSSName\n# If this KeyVault is already known by the virtual machine scale set, for example if the cluster certificate is deployed from this keyvault, use\n$VMSS.virtualmachineprofile.osProfile.secrets[0].vaultCertificates.Add($CertConfig)\n# Otherwise use\n$VMSS = Add-AzVmssSecret -VirtualMachineScaleSet $VMSS -SourceVaultId (Get-AzKeyVault -VaultName $VaultName).ResourceId -VaultCertificate $CertConfig\n\n```\n\n[](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<#update-the-virtual-machine-scale-set>)"
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain Update the virtual machine scale set?"
},
{
"from": "gpt",
"value": "PowerShell Copy\n```\nUpdate-AzVmss -ResourceGroupName $ResourceGroupName -VirtualMachineScaleSet $VMSS -VMScaleSetName $VMSSName\n\n```\n\n> If you would like the certificate placed on multiple node types in your cluster, the second and third parts of this script should be repeated for each node type that should have the certificate.\n[](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<#script-explanation>)"
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain Script explanation?"
},
{
"from": "gpt",
"value": "This script uses the following commands: Each command in the table links to command specific documentation.\nExpand table\nCommand | Notes\n---|---\n[New-AzKeyVaultCertificatePolicy](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/powershell/module/az.keyvault/New-AzKeyVaultCertificatePolicy>) | Creates an in-memory policy representing the certificate\n[Add-AzKeyVaultCertificate](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/powershell/module/az.keyvault/Add-AzKeyVaultCertificate>) | Deploys the policy to Key Vault Certificates\n[Set-AzKeyVaultSecret](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/powershell/module/az.keyvault/Set-AzKeyVaultSecret>) | Deploys the policy to Key Vault Secrets\n[New-AzVmssVaultCertificateConfig](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/powershell/module/az.compute/New-AzVmssVaultCertificateConfig>) | Creates an in-memory config representing the certificate in a VM\n[Get-AzVmss](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/powershell/module/az.compute/Get-AzVmss>)\n[Add-AzVmssSecret](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/powershell/module/az.compute/Add-AzVmssSecret>) | Adds the certificate to the in-memory definition of the virtual machine scale set\n[Update-AzVmss](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/powershell/module/az.compute/Update-AzVmss>) | Deploys the new definition of the virtual machine scale set\n[](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<#next-steps>)"
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain Next steps?"
},
{
"from": "gpt",
"value": "For more information on the Azure PowerShell module, see [Azure PowerShell documentation](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/powershell/azure/>).\nAdditional Azure PowerShell samples for Azure Service Fabric can be found in the [Azure PowerShell samples](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<../service-fabric-powershell-samples>)."
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain Feedback?"
},
{
"from": "gpt",
"value": "Was this page helpful?\nYes No\n[ Provide product feedback ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/feedback.azure.com/d365community/forum/e622b37a-2225-ec11-b6e6-000d3a4f0f84>)|\n[ Get help at Microsoft Q&A ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/learn.microsoft.com/answers/tags/39/azure-service-fabric/>)"
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain Additional resources?"
},
{
"from": "gpt",
"value": "[ English (United States)](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/locale?target=https%3A%2F%2Flearn.microsoft.com%2Fen-us%2Fazure%2Fservice-fabric%2Fscripts%2Fservice-fabric-powershell-add-application-certificate>)\n[ California Consumer Privacy Act (CCPA) Opt-Out Icon Your Privacy Choices ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/aka.ms/yourcaliforniaprivacychoices>)\nTheme\n * Light\n * Dark\n * High contrast\n\n * [Previous Versions](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/previous-versions/>)\n * [Blog](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/techcommunity.microsoft.com/t5/microsoft-learn-blog/bg-p/MicrosoftLearnBlog>)\n * [Contribute](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/contribute/>)\n * [Privacy](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/go.microsoft.com/fwlink/?LinkId=521839>)\n * [Terms of Use](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/legal/termsofuse>)\n * [Trademarks](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/www.microsoft.com/legal/intellectualproperty/Trademarks/>)\n * © Microsoft 2025"
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain In this article?"
},
{
"from": "gpt",
"value": "[ English (United States)](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/locale?target=https%3A%2F%2Flearn.microsoft.com%2Fen-us%2Fazure%2Fservice-fabric%2Fscripts%2Fservice-fabric-powershell-add-application-certificate>)\n[ California Consumer Privacy Act (CCPA) Opt-Out Icon Your Privacy Choices ](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/aka.ms/yourcaliforniaprivacychoices>)\nTheme\n * Light\n * Dark\n * High contrast\n\n * [Previous Versions](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/previous-versions/>)\n * [Blog](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/techcommunity.microsoft.com/t5/microsoft-learn-blog/bg-p/MicrosoftLearnBlog>)\n * [Contribute](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/contribute/>)\n * [Privacy](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/go.microsoft.com/fwlink/?LinkId=521839>)\n * [Terms of Use](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/</en-us/legal/termsofuse>)\n * [Trademarks](https://learn.microsoft.com/en-us/azure/service-fabric/scripts/<https:/www.microsoft.com/legal/intellectualproperty/Trademarks/>)\n * © Microsoft 2025"
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain [Skip to main content](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<#main>)?"
},
{
"from": "gpt",
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](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/</en-us/azure/?product=security>)\n * [ View all products ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/</en-us/azure/>)\n * Architecture\n * [ Cloud Adoption Framework ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/</en-us/azure/cloud-adoption-framework/>)\n * [ Well-Architected Framework ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/</en-us/azure/well-architected/>)\n * [ Azure Architecture Center ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/</en-us/azure/architecture/>)\n * Develop\n * [ Python ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/</en-us/azure/developer/python/>)\n * [ .NET ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/</en-us/dotnet/azure/>)\n * [ JavaScript 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](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/</en-us/training/paths/microsoft-azure-fundamentals-describe-cloud-concepts/>)\n * [ AI fundamentals ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/</en-us/training/paths/get-started-with-artificial-intelligence-on-azure/>)\n * [ Intro to generative AI ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/</en-us/training/paths/introduction-generative-ai/>)\n * [ Azure Architecture fundamentals ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/</en-us/training/paths/azure-fundamentals-describe-azure-architecture-services/>)\n * [ Earn credentials ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/</en-us/credentials/browse/?products=azure>)\n * [ Instructor-led courses ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/</en-us/training/browse/?products=azure&resource_type=course>)\n * [ View all training ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/</en-us/training/azure/>)\n * [ Troubleshooting ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/</en-us/troubleshoot/azure/>)\n * Resources\n * [ Product overview ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<https:/azure.microsoft.com/get-started>)\n * [ Latest blog posts ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<https:/azure.microsoft.com/blog/>)\n * [ Pricing information ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<https:/azure.microsoft.com/pricing/>)\n * [ Support options ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<https:/azure.microsoft.com/support/options/>)\n\n[ Portal ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<https:/portal.azure.com>) [ Free account ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<https:/azure.microsoft.com/free/>)\nTable of contents Exit focus mode\nSearch\nSuggestions will filter as you type\n * [Virtual Machines Documentation](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<https:/learn.microsoft.com/en-us/azure/virtual-machines/>)\n * [Overview](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<https:/learn.microsoft.com/en-us/azure/virtual-machines/overview>)\n * Quickstarts\n * Create a Linux VM\n * Create a Windows VM\n * Create a Virtual Machine Scale Set\n * Tutorials\n * Develop\n * Workloads\n * Instances\n * Sizes\n * [Overview](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<https:/learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview>)\n * [Cobalt VMs](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<https:/learn.microsoft.com/en-us/azure/virtual-machines/sizes/cobalt-overview>)\n * [Change the size of a VM](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<https:/learn.microsoft.com/en-us/azure/virtual-machines/sizes/resize-vm>)\n * General purpose\n * Compute optimized\n * Memory optimized\n * [Overview](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<https:/learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview#memory-optimized>)\n * E family\n * [Overview](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<https:/learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/e-family>)\n * [Esv6 series](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<https:/learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/esv6-series>)\n * [Edsv6 series](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<https:/learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/edsv6-series>)\n * [Epsv6 series](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<https:/learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/epsv6-series>)\n * [Epdsv6 series](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<https:/learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/epdsv6-series>)\n * [Easv6 series](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<https:/learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/easv6-series>)\n * [Eadsv6 series](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<https:/learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/eadsv6-series>)\n * [Ev5 series](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<https:/learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/ev5-series>)\n * [Esv5 series](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<https:/learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/esv5-series>)\n * [Edv5 series](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<https:/learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/edv5-series>)\n * [Edsv5 series](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<https:/learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/edsv5-series>)\n * [Easv5 series](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<https:/learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/easv5-series>)\n * [Eadsv5 series](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<https:/learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/eadsv5-series>)\n * [Epsv5 series](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<https:/learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/epsv5-series>)\n * [Epdsv5 series](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<https:/learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/epdsv5-series>)\n * [Edv4 series](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<https:/learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/edv4-series>)\n * [Edsv4 series](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<https:/learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/edsv4-series>)\n * [Eav4 series](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<https:/learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/eav4-series>)\n * [Easv4 series](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<https:/learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/easv4-series>)\n * [Ev4 series](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<https:/learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/ev4-series>)\n * [Esv4 series](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<https:/learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/esv4-series>)\n * Eb family\n * EC family (confidential)\n * M family\n * Storage optimized\n * GPU - accelerated compute\n * FPGA - accelerated compute\n * High performance compute\n * Enable NVMe\n * Previous generation and retired sizes\n * [Generation 2 VMs](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<https:/learn.microsoft.com/en-us/azure/virtual-machines/generation-2>)\n * [Isolated sizes](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<https:/learn.microsoft.com/en-us/azure/virtual-machines/isolation>)\n * [Azure compute units (ACU)](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<https:/learn.microsoft.com/en-us/azure/virtual-machines/acu>)\n * Benchmark scores\n * [Virtual machines selector tool](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<https:/aka.ms/vm-selector>)\n * [States and billing](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<https:/learn.microsoft.com/en-us/azure/virtual-machines/states-billing>)\n * [vCPU quotas](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<https:/learn.microsoft.com/en-us/azure/virtual-machines/quotas>)\n * [Constrained vCPUs](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<https:/learn.microsoft.com/en-us/azure/virtual-machines/constrained-vcpu>)\n * [Azure VMs with no temp disk](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<https:/learn.microsoft.com/en-us/azure/virtual-machines/azure-vms-no-temp-disk>)\n * [Azure VM sizes naming conventions](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<https:/learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions>)\n * Azure Compute Gallery\n * Images\n * Dedicated hosts\n * Azure Spot Virtual Machines\n * [Azure Boost](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<https:/learn.microsoft.com/en-us/azure/azure-boost/overview>)\n * Azure Hybrid Benefit\n * Reserved instances\n * Capacity reservation\n * Create Virtual Machines\n * [Auto-shutdown a VM](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<https:/learn.microsoft.com/en-us/azure/virtual-machines/auto-shutdown-vm>)\n * Hibernating Virtual Machines\n * [Delete a VM and its resources](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<https:/learn.microsoft.com/en-us/azure/virtual-machines/delete>)\n * Connect to Virtual Machines\n * Time sync\n * Run Command\n * Extensions\n * [Nested virtualization](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<https:/learn.microsoft.com/en-us/virtualization/hyper-v-on-windows/user-guide/nested-virtualization>)\n * Migrate to Azure Resource Manager\n * [Estimated VM cost card in Portal (Preview)](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<https:/learn.microsoft.com/en-us/azure/virtual-machines/estimated-vm-create-cost-card>)\n * Availability and scale\n * Disks\n * Networking\n * Security\n * Updates and maintenance\n * Monitoring\n * Backup and recovery\n * Reliability in Virtual Machines\n * Infrastructure automation\n * Cost optimization\n * Resources\n * [Support and troubleshooting](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<https:/learn.microsoft.com/en-us/azure/virtual-machines/vm-support-help>)\n\nDownload PDF\n 1. [ Learn ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<https:/learn.microsoft.com/en-us/>)\n 2. [ Azure ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<https:/learn.microsoft.com/en-us/azure/>)\n 3. [ Virtual Machines ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<https:/learn.microsoft.com/en-us/azure/virtual-machines/>)\n\n 1. [Learn](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<https:/learn.microsoft.com/en-us/>)\n 2. [Azure](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<https:/learn.microsoft.com/en-us/azure/>)\n 3. [Virtual Machines](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<https:/learn.microsoft.com/en-us/azure/virtual-machines/>)\n\n[ Read in English ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<https:/learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/epdsv5-series?tabs=sizebasic> \"Read in English\") Save\n * Add to Collections\n * Add to Plan\n\n[ ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<https:/github.com/MicrosoftDocs/azure-compute-docs/blob/main/articles/virtual-machines/sizes/memory-optimized/epdsv5-series.md> \"Edit This Document\")\nTable of contents[ Read in English ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<https:/learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/epdsv5-series?tabs=sizebasic> \"Read in English\") Add to Collections Add to Plan [ Edit ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<https:/github.com/MicrosoftDocs/azure-compute-docs/blob/main/articles/virtual-machines/sizes/memory-optimized/epdsv5-series.md> \"Edit This Document\")\n#### Share via\n[ Facebook ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<https:/www.facebook.com/sharer/sharer.php?u=https%3A%2F%2Flearn.microsoft.com%2Fen-us%2Fazure%2Fvirtual-machines%2Fsizes%2Fmemory-optimized%2Fepdsv5-series%3Ftabs%3Dsizebasic%26WT.mc_id%3Dfacebook>) [ x.com ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<https:/twitter.com/intent/tweet?original_referer=https%3A%2F%2Flearn.microsoft.com%2Fen-us%2Fazure%2Fvirtual-machines%2Fsizes%2Fmemory-optimized%2Fepdsv5-series%3Ftabs%3Dsizebasic%26WT.mc_id%3Dtwitter&text=Today%20I%20completed%20%22Epdsv5%20size%20series%20-%20Azure%20Virtual%20Machines%20%7C%20Microsoft%20Learn%22!%20I'm%20so%20proud%20to%20be%20celebrating%20this%20achievement%20and%20hope%20this%20inspires%20you%20to%20start%20your%20own%20%40MicrosoftLearn%20journey!&tw_p=tweetbutton&url=https%3A%2F%2Flearn.microsoft.com%2Fen-us%2Fazure%2Fvirtual-machines%2Fsizes%2Fmemory-optimized%2Fepdsv5-series%3Ftabs%3Dsizebasic%26WT.mc_id%3Dtwitter>) [ LinkedIn ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<https:/www.linkedin.com/feed/?shareActive=true&text=Today%20I%20completed%20%22Epdsv5%20size%20series%20-%20Azure%20Virtual%20Machines%20%7C%20Microsoft%20Learn%22!%20I'm%20so%20proud%20to%20be%20celebrating%20this%20achievement%20and%20hope%20this%20inspires%20you%20to%20start%20your%20own%20%40MicrosoftLearn%20journey!%0A%0D%0Ahttps%3A%2F%2Flearn.microsoft.com%2Fen-us%2Fazure%2Fvirtual-machines%2Fsizes%2Fmemory-optimized%2Fepdsv5-series%3Ftabs%3Dsizebasic%26WT.mc_id%3Dlinkedin>) Email Print\nTable of contents\n# Epdsv5 sizes series\n * Article\n * 10/25/2024\n * 1 contributor\n\nFeedback"
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain In this article?"
},
{
"from": "gpt",
"value": "1. [Host specifications](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<#host-specifications>)\n 2. [Feature support](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<#feature-support>)\n 3. [Sizes in series](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<#sizes-in-series>)\n 4. [Other size information](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<#other-size-information>)\n 5. [Next steps](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<#next-steps>)\n\nEpdsv5-series virtual machines feature the Ampere® Altra® Arm-based processor operating at 3.0 GHz, which provides an entire physical core for each virtual machine vCPU. These virtual machines offer up to 32 vCPU, 208 GiB of RAM, and fast local SSD storage up to 1,200 GiB and are ideal for memory-intensive scale-out and most Enterprise workloads. Epdsv5-series virtual machines support Standard SSD, Standard HDD, and premium SSD disk types. You can also attach Ultra Disk storage based on its regional availability. Disk storage is billed separately from virtual machines.\n[](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<#host-specifications>)"
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain Host specifications?"
},
{
"from": "gpt",
"value": "Expand table\nPart | Quantity Count Units | Specs SKU ID, Performance Units, etc.\n---|---|---\nProcessor | 2 - 32 vCPUs | Ampere Altra [ARM-64]\nMemory | 16 - 208 GiB\nLocal Storage | 1 Disk | 75 - 1200 GiB 9375 - 150000 IOPS 125 - 2000 MBps\nRemote Storage | 4 - 32 Disks | 3750 - 51200 IOPS 85 - 865 MBps\nNetwork | 2 - 8 NICs | 12500 - 16000 Mbps\nAccelerators | None\n[](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<#feature-support>)"
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain Feature support?"
},
{
"from": "gpt",
"value": "[Premium Storage](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/premium-storage-performance>): Supported [Premium Storage caching](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/premium-storage-performance>): Supported [Live Migration](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/maintenance-and-updates>): Supported [Memory Preserving Updates](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/maintenance-and-updates>): Supported [Generation 2 VMs](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/generation-2>): Supported [Generation 1 VMs](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/generation-2>): Not Supported [Accelerated Networking](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/</en-us/azure/virtual-network/create-vm-accelerated-networking-cli>): Supported [Ephemeral OS Disk](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/ephemeral-os-disks>): Supported [Nested Virtualization](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/</en-us/virtualization/hyper-v-on-windows/user-guide/nested-virtualization>): Not Supported\n[](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<#sizes-in-series>)"
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain Sizes in series?"
},
{
"from": "gpt",
"value": "* [Basics](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<#tabpanel_1_sizebasic>)\n * [Local storage](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<#tabpanel_1_sizestoragelocal>)\n * [Remote storage](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<#tabpanel_1_sizestorageremote>)\n * [Network](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<#tabpanel_1_sizenetwork>)\n * [Accelerators](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<#tabpanel_1_sizeaccelerators>)\n\nvCPUs (Qty.) and Memory for each size\nExpand table\nSize Name | vCPUs (Qty.) | Memory (GB)\n---|---|---\nStandard_E2pds_v5 | 2 | 16\nStandard_E4pds_v5 | 4 | 32\nStandard_E8pds_v5 | 8 | 64\nStandard_E16pds_v5 | 16 | 128\nStandard_E20pds_v5 | 20 | 160\nStandard_E32pds_v5 | 32 | 208\n[](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<#vm-basics-resources>)\n#### VM Basics resources\n * [Check vCPU quotas](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/quotas>)\n\nLocal (temp) storage info for each size\nExpand table\nSize Name | Max Temp Storage Disks (Qty.) | Temp Disk Size (GiB) | Temp Disk Random Read (RR)1 IOPS | Temp Disk Random Read (RR)1 Throughput (MB/s)\n---|---|---|---|---\nStandard_E2pds_v5 | 1 | 75 | 9375 | 125\nStandard_E4pds_v5 | 1 | 150 | 19000 | 250\nStandard_E8pds_v5 | 1 | 300 | 38000 | 500\nStandard_E16pds_v5 | 1 | 600 | 75000 | 1000\nStandard_E20pds_v5 | 1 | 750 | 95000 | 1250\nStandard_E32pds_v5 | 1 | 1200 | 150000 | 2000\n[](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<#storage-resources>)\n#### Storage resources\n * [Introduction to Azure managed disks](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/managed-disks-overview>)\n * [Azure managed disk types](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/disks-types>)\n * [Share an Azure managed disk](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/disks-shared>)\n\n[](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<#table-definitions>)\n#### Table definitions\n * 1Temp disk speed often differs between RR (Random Read) and RW (Random Write) operations. RR operations are typically faster than RW operations. The RW speed is usually slower than the RR speed on series where only the RR speed value is listed.\n * Storage capacity is shown in units of GiB or 1024^3 bytes. When you compare disks measured in GB (1000^3 bytes) to disks measured in GiB (1024^3) remember that capacity numbers given in GiB may appear smaller. For example, 1023 GiB = 1098.4 GB.\n * Disk throughput is measured in input/output operations per second (IOPS) and MBps where MBps = 10^6 bytes/sec.\n * To learn how to get the best storage performance for your VMs, see [Virtual machine and disk performance](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/disks-performance>).\n\nRemote (uncached) storage info for each size\nExpand table\nSize Name | Max Remote Storage Disks (Qty.) | Uncached Premium SSD Disk IOPS | Uncached Premium SSD Throughput (MB/s) | Uncached Premium SSD Burst1 IOPS | Uncached Premium SSD Burst1 Throughput (MB/s)\n---|---|---|---|---|---\nStandard_E2pds_v5 | 4 | 3750 | 85 | 10000 | 1200\nStandard_E4pds_v5 | 8 | 6400 | 145 | 20000 | 1200\nStandard_E8pds_v5 | 16 | 12800 | 290 | 20000 | 1200\nStandard_E16pds_v5 | 32 | 25600 | 600 | 40000 | 1200\nStandard_E20pds_v5 | 32 | 32000 | 750 | 64000 | 1600\nStandard_E32pds_v5 | 32 | 51200 | 865 | 80000 | 2000\n[](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<#storage-resources-1>)\n#### Storage resources\n * [Introduction to Azure managed disks](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/managed-disks-overview>)\n * [Azure managed disk types](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/disks-types>)\n * [Share an Azure managed disk](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/disks-shared>)\n\n[](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<#table-definitions-1>)\n#### Table definitions\n * 1Some sizes support [bursting](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/disk-bursting>) to temporarily increase disk performance. Burst speeds can be maintained for up to 30 minutes at a time.\n * Storage capacity is shown in units of GiB or 1024^3 bytes. When you compare disks measured in GB (1000^3 bytes) to disks measured in GiB (1024^3) remember that capacity numbers given in GiB may appear smaller. For example, 1023 GiB = 1098.4 GB.\n * Disk throughput is measured in input/output operations per second (IOPS) and MBps where MBps = 10^6 bytes/sec.\n * Data disks can operate in cached or uncached modes. For cached data disk operation, the host cache mode is set to ReadOnly or ReadWrite. For uncached data disk operation, the host cache mode is set to None.\n * To learn how to get the best storage performance for your VMs, see [Virtual machine and disk performance](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/disks-performance>).\n\nNetwork interface info for each size\nExpand table\nSize Name | Max NICs (Qty.) | Max Network Bandwidth (Mb/s)\n---|---|---\nStandard_E2pds_v5 | 2 | 12500\nStandard_E4pds_v5 | 2 | 12500\nStandard_E8pds_v5 | 4 | 12500\nStandard_E16pds_v5 | 4 | 12500\nStandard_E20pds_v5 | 8 | 12500\nStandard_E32pds_v5 | 8 | 16000\n[](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<#networking-resources>)\n#### Networking resources\n * [Virtual networks and virtual machines in Azure](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/</en-us/azure/virtual-network/network-overview>)\n * [Virtual machine network bandwidth](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/</en-us/azure/virtual-network/virtual-machine-network-throughput>)\n\n[](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<#table-definitions-2>)\n#### Table definitions\n * Expected network bandwidth is the maximum aggregated bandwidth allocated per VM type across all NICs, for all destinations. For more information, see [Virtual machine network bandwidth](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/</en-us/azure/virtual-network/virtual-machine-network-throughput>)\n * Upper limits aren't guaranteed. Limits offer guidance for selecting the right VM type for the intended application. Actual network performance will depend on several factors including network congestion, application loads, and network settings. For information on optimizing network throughput, see [Optimize network throughput for Azure virtual machines](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/</en-us/azure/virtual-network/virtual-network-optimize-network-bandwidth>).\n * To achieve the expected network performance on Linux or Windows, you may need to select a specific version or optimize your VM. For more information, see [Bandwidth/Throughput testing (NTTTCP)](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/</en-us/azure/virtual-network/virtual-network-bandwidth-testing>).\n\nAccelerator (GPUs, FPGAs, etc.) info for each size\nNote\nNo accelerators are present in this series.\n[](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<#other-size-information>)"
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain Other size information?"
},
{
"from": "gpt",
"value": "List of all available sizes: [Sizes](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/sizes>)\nPricing Calculator: [Pricing Calculator](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<https:/azure.microsoft.com/pricing/calculator/>)\nInformation on Disk Types: [Disk Types](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/disks-types>)\n[](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<#next-steps>)"
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain Next steps?"
},
{
"from": "gpt",
"value": "Learn more about how [Azure compute units (ACU)](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/acu>) can help you compare compute performance across Azure SKUs.\nCheck out [Azure Dedicated Hosts](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/dedicated-hosts>) for physical servers able to host one or more virtual machines assigned to one Azure subscription.\nLearn how to [Monitor Azure virtual machines](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/monitor-vm>)."
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain Feedback?"
},
{
"from": "gpt",
"value": "Was this page helpful?\nYes No\n[ Provide product feedback ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<https:/feedback.azure.com/d365community/forum/ec2f1827-be25-ec11-b6e6-000d3a4f0f1c>)|\n[ Get help at Microsoft Q&A ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<https:/learn.microsoft.com/answers/tags/94/azure-virtual-machines/>)"
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain Additional resources?"
},
{
"from": "gpt",
"value": "[ English (United States)](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/</en-us/locale?target=https%3A%2F%2Flearn.microsoft.com%2Fen-us%2Fazure%2Fvirtual-machines%2Fsizes%2Fmemory-optimized%2Fepdsv5-series>)\n[ California Consumer Privacy Act (CCPA) Opt-Out Icon Your Privacy Choices ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<https:/aka.ms/yourcaliforniaprivacychoices>)\nTheme\n * Light\n * Dark\n * High contrast\n\n * [Previous Versions](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/</en-us/previous-versions/>)\n * [Blog](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<https:/techcommunity.microsoft.com/t5/microsoft-learn-blog/bg-p/MicrosoftLearnBlog>)\n * [Contribute](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/</en-us/contribute/>)\n * [Privacy](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<https:/go.microsoft.com/fwlink/?LinkId=521839>)\n * [Terms of Use](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/</en-us/legal/termsofuse>)\n * [Trademarks](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<https:/www.microsoft.com/legal/intellectualproperty/Trademarks/>)\n * © Microsoft 2025"
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain In this article?"
},
{
"from": "gpt",
"value": "[ English (United States)](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/</en-us/locale?target=https%3A%2F%2Flearn.microsoft.com%2Fen-us%2Fazure%2Fvirtual-machines%2Fsizes%2Fmemory-optimized%2Fepdsv5-series>)\n[ California Consumer Privacy Act (CCPA) Opt-Out Icon Your Privacy Choices ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<https:/aka.ms/yourcaliforniaprivacychoices>)\nTheme\n * Light\n * Dark\n * High contrast\n\n * [Previous Versions](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/</en-us/previous-versions/>)\n * [Blog](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<https:/techcommunity.microsoft.com/t5/microsoft-learn-blog/bg-p/MicrosoftLearnBlog>)\n * [Contribute](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/</en-us/contribute/>)\n * [Privacy](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<https:/go.microsoft.com/fwlink/?LinkId=521839>)\n * [Terms of Use](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/</en-us/legal/termsofuse>)\n * [Trademarks](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/<https:/www.microsoft.com/legal/intellectualproperty/Trademarks/>)\n * © Microsoft 2025"
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain [Skip to main content](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/<#main>)?"
},
{
"from": "gpt",
"value": "This browser is no longer supported.\nUpgrade to Microsoft Edge to take advantage of the latest features, security updates, and technical support.\n[Download Microsoft Edge](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/<https:/go.microsoft.com/fwlink/p/?LinkID=2092881 >) [More info about Internet Explorer and Microsoft Edge](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/<https:/learn.microsoft.com/en-us/lifecycle/faq/internet-explorer-microsoft-edge>)\n[ Learn ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/>) [ ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/<https:/www.microsoft.com>)\nSuggestions will filter as you type\n[ Sign in ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/<#>)\n * [ Profile ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/<https:/learn.microsoft.com/en-us/users/me/activity/>)\n * [ Settings ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/<https:/learn.microsoft.com/en-us/users/me/settings/>)\n\n[ Sign out ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/<#>)\n[ ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/<https:/www.microsoft.com>) [ Learn ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/>)\n * Discover\n * [ Documentation ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/docs/>)\nIn-depth articles on Microsoft developer tools and technologies\n * [ Training ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/training/>)\nPersonalized learning paths and courses\n * [ Credentials ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/credentials/>)\nGlobally recognized, industry-endorsed credentials\n * [ Q&A ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/answers/>)\nTechnical questions and answers moderated by Microsoft\n * [ Code Samples ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/samples/>)\nCode sample library for Microsoft developer tools and technologies\n * [ Assessments ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/assessments/>)\nInteractive, curated guidance and recommendations\n * [ Shows ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/shows/>)\nThousands of hours of original programming from Microsoft experts\nMicrosoft Learn for Organizations\n[ Boost your team's technical skills ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/training/organizations/>)\nAccess curated resources to upskill your team and close skills gaps.\n * Product documentation\n * [ ASP.NET ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/aspnet/>)\n * [ Azure ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/azure/>)\n * [ Dynamics 365 ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/dynamics365/>)\n * [ Microsoft 365 ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/microsoft-365/>)\n * [ Microsoft Copilot ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/copilot/>)\n * [ Microsoft Edge ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/microsoft-edge/>)\n * [ Microsoft Entra ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/entra/>)\n * [ Microsoft Graph ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/graph/>)\n * [ Microsoft Intune ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/mem/>)\n * [ Microsoft Purview ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/purview/>)\n * [ Microsoft Teams ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/microsoftteams/>)\n * [ .NET ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/dotnet/>)\n * [ Power Apps ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/power-apps/>)\n * [ Power BI ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/power-bi/>)\n * [ Power Platform ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/power-platform/>)\n * [ PowerShell ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/powershell/>)\n * [ SQL ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/sql/>)\n * [ Sysinternals ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/sysinternals/>)\n * [ Visual Studio ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/visualstudio/>)\n * [ Windows ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/windows/>)\n * [ Windows Server ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/windows-server/>)\n[ View all products ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/docs/>)\nMicrosoft Learn for Organizations\n[ Boost your team's technical skills ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/training/organizations/>)\nAccess curated resources to upskill your team and close skills gaps.\n * Development languages\n * [ C++ ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/cpp/>)\n * [ C# ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/dotnet/csharp/>)\n * [ DAX ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/dax/>)\n * [ Java ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/java/>)\n * [ OData ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/odata/>)\n * [ OpenAPI ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/openapi/>)\n * [ Power Query M ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/powerquery-m/>)\n * [ VBA ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/office/vba/>)\nMicrosoft Learn for Organizations\n[ Boost your team's technical skills ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/training/organizations/>)\nAccess curated resources to upskill your team and close skills gaps.\n * Topics\n * [ Artificial intelligence ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/ai/>)\n * [ Compliance ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/compliance/>)\n * [ DevOps ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/devops/>)\n * [ Platform engineering ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/platform-engineering/>)\n * [ Security ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/security/>)\nMicrosoft Learn for Organizations\n[ Boost your team's technical skills ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/training/organizations/>)\nAccess curated resources to upskill your team and close skills gaps.\n\nSuggestions will filter as you type\n[ Sign in ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/<#>)\n * [ Profile ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/<https:/learn.microsoft.com/en-us/users/me/activity/>)\n * [ Settings ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/<https:/learn.microsoft.com/en-us/users/me/settings/>)\n\n[ Sign out ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/<#>)\n[ Azure ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/azure/>)\n * Products\n * Popular products\n * [ Azure AI Services ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/azure/ai-services/>)\n * [ Azure App Service ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/azure/app-service/>)\n * [ Azure Databricks ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/azure/databricks/>)\n * [ Azure DevOps ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/azure/devops/>)\n * [ Azure Functions ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/azure/azure-functions/>)\n * [ Azure Monitor ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/azure/azure-monitor/>)\n * [ Azure Virtual Machines ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/azure/virtual-machines/>)\n * Popular categories\n * [ Compute ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/azure/?product=compute>)\n * [ Networking ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/azure/?product=networking>)\n * [ Storage ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/azure/?product=storage>)\n * [ AI & machine learning ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/azure/?product=ai-machine-learning>)\n * [ Analytics ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/azure/?product=analytics>)\n * [ Databases ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/azure/?product=databases>)\n * [ Security ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/azure/?product=security>)\n * [ View all products ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/azure/>)\n * Architecture\n * [ Cloud Adoption Framework ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/azure/cloud-adoption-framework/>)\n * [ Well-Architected Framework ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/azure/well-architected/>)\n * [ Azure Architecture Center ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/azure/architecture/>)\n * Develop\n * [ Python ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/azure/developer/python/>)\n * [ .NET ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/dotnet/azure/>)\n * [ JavaScript ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/azure/developer/javascript/>)\n * [ Java ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/azure/developer/java/>)\n * [ PowerShell ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/powershell/azure/>)\n * [ Azure CLI ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/cli/azure/>)\n * [ View all developer resources ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/azure/developer/>)\n * Learn Azure\n * [ Start your AI learning assessment ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/assessments/1c032171-8ca0-4032-8962-a38a5cc424a8/>)\n * Top learning paths\n * [ Cloud concepts ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/training/paths/microsoft-azure-fundamentals-describe-cloud-concepts/>)\n * [ AI fundamentals ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/training/paths/get-started-with-artificial-intelligence-on-azure/>)\n * [ Intro to generative AI ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/training/paths/introduction-generative-ai/>)\n * [ Azure Architecture fundamentals ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/training/paths/azure-fundamentals-describe-azure-architecture-services/>)\n * [ Earn credentials ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/credentials/browse/?products=azure>)\n * [ Instructor-led courses ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/training/browse/?products=azure&resource_type=course>)\n * [ View all training ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/training/azure/>)\n * [ Troubleshooting ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/troubleshoot/azure/>)\n * Resources\n * [ Product overview ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/<https:/azure.microsoft.com/get-started>)\n * [ Latest blog posts ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/<https:/azure.microsoft.com/blog/>)\n * [ Pricing information ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/<https:/azure.microsoft.com/pricing/>)\n * [ Support options ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/<https:/azure.microsoft.com/support/options/>)\n * More\n * Products\n * Popular products\n * [ Azure AI Services ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/azure/ai-services/>)\n * [ Azure App Service ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/azure/app-service/>)\n * [ Azure Databricks ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/azure/databricks/>)\n * [ Azure DevOps ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/azure/devops/>)\n * [ Azure Functions ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/azure/azure-functions/>)\n * [ Azure Monitor ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/azure/azure-monitor/>)\n * [ Azure Virtual Machines ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/azure/virtual-machines/>)\n * Popular categories\n * [ Compute ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/azure/?product=compute>)\n * [ Networking ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/azure/?product=networking>)\n * [ Storage ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/azure/?product=storage>)\n * [ AI & machine learning ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/azure/?product=ai-machine-learning>)\n * [ Analytics ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/azure/?product=analytics>)\n * [ Databases ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/azure/?product=databases>)\n * [ Security ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/azure/?product=security>)\n * [ View all products ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/azure/>)\n * Architecture\n * [ Cloud Adoption Framework ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/azure/cloud-adoption-framework/>)\n * [ Well-Architected Framework ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/azure/well-architected/>)\n * [ Azure Architecture Center ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/azure/architecture/>)\n * Develop\n * [ Python ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/azure/developer/python/>)\n * [ .NET ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/dotnet/azure/>)\n * [ JavaScript ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/azure/developer/javascript/>)\n * [ Java ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/azure/developer/java/>)\n * [ PowerShell ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/powershell/azure/>)\n * [ Azure CLI ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/cli/azure/>)\n * [ View all developer resources ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/azure/developer/>)\n * Learn Azure\n * [ Start your AI learning assessment ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/assessments/1c032171-8ca0-4032-8962-a38a5cc424a8/>)\n * Top learning paths\n * [ Cloud concepts ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/training/paths/microsoft-azure-fundamentals-describe-cloud-concepts/>)\n * [ AI fundamentals ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/training/paths/get-started-with-artificial-intelligence-on-azure/>)\n * [ Intro to generative AI ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/training/paths/introduction-generative-ai/>)\n * [ Azure Architecture fundamentals ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/training/paths/azure-fundamentals-describe-azure-architecture-services/>)\n * [ Earn credentials ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/credentials/browse/?products=azure>)\n * [ Instructor-led courses ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/training/browse/?products=azure&resource_type=course>)\n * [ View all training ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/training/azure/>)\n * [ Troubleshooting ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/troubleshoot/azure/>)\n * Resources\n * [ Product overview ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/<https:/azure.microsoft.com/get-started>)\n * [ Latest blog posts ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/<https:/azure.microsoft.com/blog/>)\n * [ Pricing information ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/<https:/azure.microsoft.com/pricing/>)\n * [ Support options ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/<https:/azure.microsoft.com/support/options/>)\n\n[ Portal ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/<https:/portal.azure.com>) [ Free account ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/<https:/azure.microsoft.com/free/>)\nTable of contents Exit focus mode\nSearch\nSuggestions will filter as you type\n * [Virtual Machines Documentation](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/<https:/learn.microsoft.com/en-us/azure/virtual-machines/>)\n * [Overview](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/<https:/learn.microsoft.com/en-us/azure/virtual-machines/overview>)\n * Quickstarts\n * Create a Linux VM\n * Create a Windows VM\n * Create a Virtual Machine Scale Set\n * Tutorials\n * Develop\n * Workloads\n * Instances\n * Sizes\n * [Overview](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/<https:/learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview>)\n * [Cobalt VMs](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/<https:/learn.microsoft.com/en-us/azure/virtual-machines/sizes/cobalt-overview>)\n * [Change the size of a VM](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/<https:/learn.microsoft.com/en-us/azure/virtual-machines/sizes/resize-vm>)\n * General purpose\n * Compute optimized\n * Memory optimized\n * Storage optimized\n * GPU - accelerated compute\n * [Overview](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/<https:/learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview#gpu-accelerated>)\n * NC family\n * ND family\n * NG family\n * [Overview](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/<https:/learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/ng-family>)\n * [NGads V620 series](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/<https:/learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/ngadsv620-series>)\n * NV family\n * Setup NVIDIA GPU drivers\n * [Setup AMD GPU drivers](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/<https:/learn.microsoft.com/en-us/azure/virtual-machines/windows/n-series-amd-driver-setup>)\n * [GPU compute migration guide](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/<https:/learn.microsoft.com/en-us/azure/virtual-machines/n-series-migration>)\n * FPGA - accelerated compute\n * High performance compute\n * Enable NVMe\n * Previous generation and retired sizes\n * [Generation 2 VMs](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/<https:/learn.microsoft.com/en-us/azure/virtual-machines/generation-2>)\n * [Isolated sizes](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/<https:/learn.microsoft.com/en-us/azure/virtual-machines/isolation>)\n * [Azure compute units (ACU)](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/<https:/learn.microsoft.com/en-us/azure/virtual-machines/acu>)\n * Benchmark scores\n * [Virtual machines selector tool](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/<https:/aka.ms/vm-selector>)\n * [States and billing](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/<https:/learn.microsoft.com/en-us/azure/virtual-machines/states-billing>)\n * [vCPU quotas](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/<https:/learn.microsoft.com/en-us/azure/virtual-machines/quotas>)\n * [Constrained vCPUs](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/<https:/learn.microsoft.com/en-us/azure/virtual-machines/constrained-vcpu>)\n * [Azure VMs with no temp disk](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/<https:/learn.microsoft.com/en-us/azure/virtual-machines/azure-vms-no-temp-disk>)\n * [Azure VM sizes naming conventions](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/<https:/learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions>)\n * Azure Compute Gallery\n * Images\n * Dedicated hosts\n * Azure Spot Virtual Machines\n * [Azure Boost](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/<https:/learn.microsoft.com/en-us/azure/azure-boost/overview>)\n * Azure Hybrid Benefit\n * Reserved instances\n * Capacity reservation\n * Create Virtual Machines\n * [Auto-shutdown a VM](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/<https:/learn.microsoft.com/en-us/azure/virtual-machines/auto-shutdown-vm>)\n * Hibernating Virtual Machines\n * [Delete a VM and its resources](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/<https:/learn.microsoft.com/en-us/azure/virtual-machines/delete>)\n * Connect to Virtual Machines\n * Time sync\n * Run Command\n * Extensions\n * [Nested virtualization](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/<https:/learn.microsoft.com/en-us/virtualization/hyper-v-on-windows/user-guide/nested-virtualization>)\n * Migrate to Azure Resource Manager\n * [Estimated VM cost card in Portal (Preview)](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/<https:/learn.microsoft.com/en-us/azure/virtual-machines/estimated-vm-create-cost-card>)\n * Availability and scale\n * Disks\n * Networking\n * Security\n * Updates and maintenance\n * Monitoring\n * Backup and recovery\n * Reliability in Virtual Machines\n * Infrastructure automation\n * Cost optimization\n * Resources\n * [Support and troubleshooting](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/<https:/learn.microsoft.com/en-us/azure/virtual-machines/vm-support-help>)\n\nDownload PDF\n 1. [ Learn ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/<https:/learn.microsoft.com/en-us/>)\n 2. [ Azure ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/<https:/learn.microsoft.com/en-us/azure/>)\n 3. [ Virtual Machines ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/<https:/learn.microsoft.com/en-us/azure/virtual-machines/>)\n\n 1. [Learn](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/<https:/learn.microsoft.com/en-us/>)\n 2. [Azure](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/<https:/learn.microsoft.com/en-us/azure/>)\n 3. [Virtual Machines](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/<https:/learn.microsoft.com/en-us/azure/virtual-machines/>)\n\n[ Read in English ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/<https:/learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/ng-family> \"Read in English\") Save\n * Add to Collections\n * Add to Plan\n\n[ ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/<https:/github.com/MicrosoftDocs/azure-compute-docs/blob/main/articles/virtual-machines/sizes/gpu-accelerated/ng-family.md> \"Edit This Document\")\nTable of contents[ Read in English ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/<https:/learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/ng-family> \"Read in English\") Add to Collections Add to Plan [ Edit ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/<https:/github.com/MicrosoftDocs/azure-compute-docs/blob/main/articles/virtual-machines/sizes/gpu-accelerated/ng-family.md> \"Edit This Document\")\n#### Share via\n[ Facebook ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/<https:/www.facebook.com/sharer/sharer.php?u=https%3A%2F%2Flearn.microsoft.com%2Fen-us%2Fazure%2Fvirtual-machines%2Fsizes%2Fgpu-accelerated%2Fng-family%3FWT.mc_id%3Dfacebook>) [ x.com ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/<https:/twitter.com/intent/tweet?original_referer=https%3A%2F%2Flearn.microsoft.com%2Fen-us%2Fazure%2Fvirtual-machines%2Fsizes%2Fgpu-accelerated%2Fng-family%3FWT.mc_id%3Dtwitter&text=Today%20I%20completed%20%22NG%20family%20VM%20size%20series%20-%20Azure%20Virtual%20Machines%20%7C%20Microsoft%20Learn%22!%20I'm%20so%20proud%20to%20be%20celebrating%20this%20achievement%20and%20hope%20this%20inspires%20you%20to%20start%20your%20own%20%40MicrosoftLearn%20journey!&tw_p=tweetbutton&url=https%3A%2F%2Flearn.microsoft.com%2Fen-us%2Fazure%2Fvirtual-machines%2Fsizes%2Fgpu-accelerated%2Fng-family%3FWT.mc_id%3Dtwitter>) [ LinkedIn ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/<https:/www.linkedin.com/feed/?shareActive=true&text=Today%20I%20completed%20%22NG%20family%20VM%20size%20series%20-%20Azure%20Virtual%20Machines%20%7C%20Microsoft%20Learn%22!%20I'm%20so%20proud%20to%20be%20celebrating%20this%20achievement%20and%20hope%20this%20inspires%20you%20to%20start%20your%20own%20%40MicrosoftLearn%20journey!%0A%0D%0Ahttps%3A%2F%2Flearn.microsoft.com%2Fen-us%2Fazure%2Fvirtual-machines%2Fsizes%2Fgpu-accelerated%2Fng-family%3FWT.mc_id%3Dlinkedin>) Email Print\nTable of contents\n# 'NG' sub-family GPU accelerated VM size series\n * Article\n * 08/22/2024\n * 1 contributor\n\nFeedback"
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain In this article?"
},
{
"from": "gpt",
"value": "1. [Workloads and use cases](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/<#workloads-and-use-cases>)\n 2. [Series in family](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/<#series-in-family>)\n 3. [Other size information](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/<#other-size-information>)\n 4. [Next steps](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/<#next-steps>)\n\n**Applies to:** ✔️ Linux VMs ✔️ Windows VMs ✔️ Flexible scale sets ✔️ Uniform scale sets\nThe 'NG' family of VM size series are one of Azure's GPU-optimized VM instances, specifically designed for cloud gaming and remote desktop applications. They harness powerful AMD Radeon™ PRO GPUs to deliver high-quality, interactive gaming experiences in the cloud, optimized for rendering complex graphics and streaming high-definition video. This ensures gamers enjoy a seamless, responsive gaming environment accessible from any device. Additionally, NG-series VMs provide a high-quality, responsive remote desktop experience, making them ideal for users needing reliable, high-performance access to desktop applications from anywhere in the world.\n[](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/<#workloads-and-use-cases>)"
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain Workloads and use cases?"
},
{
"from": "gpt",
"value": "**Cloud Gaming:** NG-family VMs harness powerful AMD Radeon™ PRO GPUs to deliver high-quality, interactive gaming experiences in the cloud.\n**Remote Destkop:** NG-family VMs can be used for remote desktop applications, providing users with a high-quality, responsive user experience.\n[](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/<#series-in-family>)"
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain Series in family?"
},
{
"from": "gpt",
"value": "[](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/<#ngads-v620-series>)"
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain NGads V620-series?"
},
{
"from": "gpt",
"value": "The NGads V620 series are GPU-enabled virtual machines with CPU, memory resources and storage resources balanced to generate and stream high quality graphics for a high performance, interactive gaming experience hosted in Azure. They're powered by AMD Radeon(tm) PRO V620 GPU and AMD EPYC 7763 (Milan) CPUs. The AMD Radeon PRO V620 GPUs have a maximum frame buffer of 32 GB, which can be divided up to four ways through hardware partitioning. The AMD EPYC CPUs have a base clock speed of 2.45 GHz and a boost1 speed of 3.5Ghz. VMs are assigned full cores instead of threads, enabling full access to AMD’s powerful “Zen 3” cores.\nNGads instances come in four sizes, allowing customers to right-size their gaming environments for the performance and cost that best fits their business needs. The NG-series virtual machines feature partial GPUs to enable you to pick the right-sized virtual machine for GPU accelerated graphics applications and virtual desktops. The vm sizes start with 1/4 of a GPU with 8-GiB frame buffer up to a full GPU with 32-GiB frame buffer. The NGads VMs also feature Direct Disk NVMe ranging from 1 to 4x 960 GB disks per VM.\nNote\nMax boost for AMD EPYC processors is the maximum frequency achievable by any single core on the processor under normal operating conditions for server systems.)\n[View the full NGads v620-series page](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/<ngadsv620-series>).\nExpand table\nPart | Quantity Count Units | Specs SKU ID, Performance Units, etc.\n---|---|---\nProcessor | 8 - 32 vCPUs | AMD EPYC 7763 (Milan) [x86-64]\nMemory | 16 - 176 GiB\nLocal Storage | 1 Disk | 256 - 1024 GiB\nRemote Storage | 8 - 32 Disks | 12800 - 51200 IOPS 200 - 768 MBps\nNetwork | 2 - 8 NICs | 10000 - 40000 Mbps\nAccelerators | 1/4 - 1 GPUs | AMD Radeon PRO V620 GPU (32GB)\n[](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/<#previous-generation-ng-family-series>)"
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain Previous-generation NG family series?"
},
{
"from": "gpt",
"value": "For older sizes, see [previous generation sizes](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/<../previous-gen-sizes-list#gpu-accelerated-previous-gen-sizes>).\n[](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/<#other-size-information>)"
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain Other size information?"
},
{
"from": "gpt",
"value": "List of all available sizes: [Sizes](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/sizes>)\nPricing Calculator: [Pricing Calculator](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/<https:/azure.microsoft.com/pricing/calculator/>)\nInformation on Disk Types: [Disk Types](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/disks-types>)\n[](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/<#next-steps>)"
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain Next steps?"
},
{
"from": "gpt",
"value": "Learn more about how [Azure compute units (ACU)](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/acu>) can help you compare compute performance across Azure SKUs.\nCheck out [Azure Dedicated Hosts](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/dedicated-hosts>) for physical servers able to host one or more virtual machines assigned to one Azure subscription.\nLearn how to [Monitor Azure virtual machines](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/monitor-vm>)."
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain Feedback?"
},
{
"from": "gpt",
"value": "Was this page helpful?\nYes No\n[ Provide product feedback ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/<https:/feedback.azure.com/d365community/forum/ec2f1827-be25-ec11-b6e6-000d3a4f0f1c>)|\n[ Get help at Microsoft Q&A ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/<https:/learn.microsoft.com/answers/tags/94/azure-virtual-machines/>)"
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain Additional resources?"
},
{
"from": "gpt",
"value": "Training\nModule\n[ Optimizing tightly coupled HPC applications on HBv2, HC, and HB series virtual machines - Training ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/training/modules/optimize-tightly-coupled-hpc-apps/?source=recommendations>)\nLearn how to build, run, and tune tightly coupled HPC applications in Azure.\nCertification\n[ Microsoft Certified: Azure Virtual Desktop Specialty - Certifications ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/credentials/certifications/azure-virtual-desktop-specialty/?source=recommendations>)\nPlan, deliver, manage, and monitor virtual desktop experiences and remote apps on Microsoft Azure for any device.\n[ English (United States)](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/locale?target=https%3A%2F%2Flearn.microsoft.com%2Fen-us%2Fazure%2Fvirtual-machines%2Fsizes%2Fgpu-accelerated%2Fng-family>)\n[ California Consumer Privacy Act (CCPA) Opt-Out Icon Your Privacy Choices ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/<https:/aka.ms/yourcaliforniaprivacychoices>)\nTheme\n * Light\n * Dark\n * High contrast\n\n * [Previous Versions](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/previous-versions/>)\n * [Blog](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/<https:/techcommunity.microsoft.com/t5/microsoft-learn-blog/bg-p/MicrosoftLearnBlog>)\n * [Contribute](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/contribute/>)\n * [Privacy](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/<https:/go.microsoft.com/fwlink/?LinkId=521839>)\n * [Terms of Use](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/legal/termsofuse>)\n * [Trademarks](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/<https:/www.microsoft.com/legal/intellectualproperty/Trademarks/>)\n * © Microsoft 2025"
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain Additional resources?"
},
{
"from": "gpt",
"value": "Training\nModule\n[ Optimizing tightly coupled HPC applications on HBv2, HC, and HB series virtual machines - Training ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/training/modules/optimize-tightly-coupled-hpc-apps/?source=recommendations>)\nLearn how to build, run, and tune tightly coupled HPC applications in Azure.\nCertification\n[ Microsoft Certified: Azure Virtual Desktop Specialty - Certifications ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/credentials/certifications/azure-virtual-desktop-specialty/?source=recommendations>)\nPlan, deliver, manage, and monitor virtual desktop experiences and remote apps on Microsoft Azure for any device."
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain In this article?"
},
{
"from": "gpt",
"value": "[ English (United States)](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/locale?target=https%3A%2F%2Flearn.microsoft.com%2Fen-us%2Fazure%2Fvirtual-machines%2Fsizes%2Fgpu-accelerated%2Fng-family>)\n[ California Consumer Privacy Act (CCPA) Opt-Out Icon Your Privacy Choices ](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/<https:/aka.ms/yourcaliforniaprivacychoices>)\nTheme\n * Light\n * Dark\n * High contrast\n\n * [Previous Versions](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/previous-versions/>)\n * [Blog](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/<https:/techcommunity.microsoft.com/t5/microsoft-learn-blog/bg-p/MicrosoftLearnBlog>)\n * [Contribute](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/contribute/>)\n * [Privacy](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/<https:/go.microsoft.com/fwlink/?LinkId=521839>)\n * [Terms of Use](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/</en-us/legal/termsofuse>)\n * [Trademarks](https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/<https:/www.microsoft.com/legal/intellectualproperty/Trademarks/>)\n * © Microsoft 2025"
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain [Skip to main content](https://learn.microsoft.com/en-us/azure/service-fabric/<#main>)?"
},
{
"from": "gpt",
"value": "This browser is no longer supported.\nUpgrade to Microsoft Edge to take advantage of the latest features, security updates, and technical support.\n[Download Microsoft Edge](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/go.microsoft.com/fwlink/p/?LinkID=2092881 >) [More info about Internet Explorer and Microsoft Edge](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/learn.microsoft.com/en-us/lifecycle/faq/internet-explorer-microsoft-edge>)\n[ Learn ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/>) [ ](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/www.microsoft.com>)\nSuggestions will filter as you type\n[ Sign in ](https://learn.microsoft.com/en-us/azure/service-fabric/<#>)\n * [ Profile ](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/learn.microsoft.com/en-us/users/me/activity/>)\n * [ Settings ](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/learn.microsoft.com/en-us/users/me/settings/>)\n\n[ Sign out ](https://learn.microsoft.com/en-us/azure/service-fabric/<#>)\n[ ](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/www.microsoft.com>) [ Learn ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/>)\n * Discover\n * [ Documentation ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/docs/>)\nIn-depth articles on Microsoft developer tools and technologies\n * [ Training ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/training/>)\nPersonalized learning paths and courses\n * [ Credentials ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/credentials/>)\nGlobally recognized, industry-endorsed credentials\n * [ Q&A ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/answers/>)\nTechnical questions and answers moderated by Microsoft\n * [ Code Samples ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/samples/>)\nCode sample library for Microsoft developer tools and technologies\n * [ Assessments ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/assessments/>)\nInteractive, curated guidance and recommendations\n * [ Shows ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/shows/>)\nThousands of hours of original programming from Microsoft experts\nMicrosoft Learn for Organizations\n[ Boost your team's technical skills ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/training/organizations/>)\nAccess curated resources to upskill your team and close skills gaps.\n * Product documentation\n * [ ASP.NET ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/aspnet/>)\n * [ Azure ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/>)\n * [ Dynamics 365 ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/dynamics365/>)\n * [ Microsoft 365 ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/microsoft-365/>)\n * [ Microsoft Copilot ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/copilot/>)\n * [ Microsoft Edge ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/microsoft-edge/>)\n * [ Microsoft Entra ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/entra/>)\n * [ Microsoft Graph ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/graph/>)\n * [ Microsoft Intune ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/mem/>)\n * [ Microsoft Purview ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/purview/>)\n * [ Microsoft Teams ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/microsoftteams/>)\n * [ .NET ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/dotnet/>)\n * [ Power Apps ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/power-apps/>)\n * [ Power BI ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/power-bi/>)\n * [ Power Platform ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/power-platform/>)\n * [ PowerShell ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/powershell/>)\n * [ SQL ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/sql/>)\n * [ Sysinternals ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/sysinternals/>)\n * [ Visual Studio ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/visualstudio/>)\n * [ Windows ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/windows/>)\n * [ Windows Server ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/windows-server/>)\n[ View all products ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/docs/>)\nMicrosoft Learn for Organizations\n[ Boost your team's technical skills ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/training/organizations/>)\nAccess curated resources to upskill your team and close skills gaps.\n * Development languages\n * [ C++ ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/cpp/>)\n * [ C# ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/dotnet/csharp/>)\n * [ DAX ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/dax/>)\n * [ Java ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/java/>)\n * [ OData ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/odata/>)\n * [ OpenAPI ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/openapi/>)\n * [ Power Query M ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/powerquery-m/>)\n * [ VBA ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/office/vba/>)\nMicrosoft Learn for Organizations\n[ Boost your team's technical skills ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/training/organizations/>)\nAccess curated resources to upskill your team and close skills gaps.\n * Topics\n * [ Artificial intelligence ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/ai/>)\n * [ Compliance ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/compliance/>)\n * [ DevOps ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/devops/>)\n * [ Platform engineering ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/platform-engineering/>)\n * [ Security ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/security/>)\nMicrosoft Learn for Organizations\n[ Boost your team's technical skills ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/training/organizations/>)\nAccess curated resources to upskill your team and close skills gaps.\n\nSuggestions will filter as you type\n[ Sign in ](https://learn.microsoft.com/en-us/azure/service-fabric/<#>)\n * [ Profile ](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/learn.microsoft.com/en-us/users/me/activity/>)\n * [ Settings ](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/learn.microsoft.com/en-us/users/me/settings/>)\n\n[ Sign out ](https://learn.microsoft.com/en-us/azure/service-fabric/<#>)\n[ Azure ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/>)\n * Products\n * Popular products\n * [ Azure AI Services ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/ai-services/>)\n * [ Azure App Service ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/app-service/>)\n * [ Azure Databricks ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/databricks/>)\n * [ Azure DevOps ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/devops/>)\n * [ Azure Functions ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/azure-functions/>)\n * [ Azure Monitor ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/azure-monitor/>)\n * [ Azure Virtual Machines ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/virtual-machines/>)\n * Popular categories\n * [ Compute ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/?product=compute>)\n * [ Networking ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/?product=networking>)\n * [ Storage ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/?product=storage>)\n * [ AI & machine learning ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/?product=ai-machine-learning>)\n * [ Analytics ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/?product=analytics>)\n * [ Databases ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/?product=databases>)\n * [ Security ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/?product=security>)\n * [ View all products ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/>)\n * Architecture\n * [ Cloud Adoption Framework ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/cloud-adoption-framework/>)\n * [ Well-Architected Framework ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/well-architected/>)\n * [ Azure Architecture Center ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/architecture/>)\n * Develop\n * [ Python ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/developer/python/>)\n * [ .NET ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/dotnet/azure/>)\n * [ JavaScript ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/developer/javascript/>)\n * [ Java ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/developer/java/>)\n * [ PowerShell ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/powershell/azure/>)\n * [ Azure CLI ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/cli/azure/>)\n * [ View all developer resources ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/developer/>)\n * Learn Azure\n * [ Start your AI learning assessment ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/assessments/1c032171-8ca0-4032-8962-a38a5cc424a8/>)\n * Top learning paths\n * [ Cloud concepts ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/training/paths/microsoft-azure-fundamentals-describe-cloud-concepts/>)\n * [ AI fundamentals ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/training/paths/get-started-with-artificial-intelligence-on-azure/>)\n * [ Intro to generative AI ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/training/paths/introduction-generative-ai/>)\n * [ Azure Architecture fundamentals ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/training/paths/azure-fundamentals-describe-azure-architecture-services/>)\n * [ Earn credentials ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/credentials/browse/?products=azure>)\n * [ Instructor-led courses ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/training/browse/?products=azure&resource_type=course>)\n * [ View all training ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/training/azure/>)\n * [ Troubleshooting ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/troubleshoot/azure/>)\n * Resources\n * [ Product overview ](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/azure.microsoft.com/get-started>)\n * [ Latest blog posts ](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/azure.microsoft.com/blog/>)\n * [ Pricing information ](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/azure.microsoft.com/pricing/>)\n * [ Support options ](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/azure.microsoft.com/support/options/>)\n * More\n * Products\n * Popular products\n * [ Azure AI Services ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/ai-services/>)\n * [ Azure App Service ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/app-service/>)\n * [ Azure Databricks ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/databricks/>)\n * [ Azure DevOps ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/devops/>)\n * [ Azure Functions ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/azure-functions/>)\n * [ Azure Monitor ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/azure-monitor/>)\n * [ Azure Virtual Machines ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/virtual-machines/>)\n * Popular categories\n * [ Compute ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/?product=compute>)\n * [ Networking ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/?product=networking>)\n * [ Storage ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/?product=storage>)\n * [ AI & machine learning ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/?product=ai-machine-learning>)\n * [ Analytics ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/?product=analytics>)\n * [ Databases ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/?product=databases>)\n * [ Security ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/?product=security>)\n * [ View all products ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/>)\n * Architecture\n * [ Cloud Adoption Framework ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/cloud-adoption-framework/>)\n * [ Well-Architected Framework ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/well-architected/>)\n * [ Azure Architecture Center ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/architecture/>)\n * Develop\n * [ Python ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/developer/python/>)\n * [ .NET ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/dotnet/azure/>)\n * [ JavaScript ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/developer/javascript/>)\n * [ Java ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/developer/java/>)\n * [ PowerShell ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/powershell/azure/>)\n * [ Azure CLI ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/cli/azure/>)\n * [ View all developer resources ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/azure/developer/>)\n * Learn Azure\n * [ Start your AI learning assessment ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/assessments/1c032171-8ca0-4032-8962-a38a5cc424a8/>)\n * Top learning paths\n * [ Cloud concepts ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/training/paths/microsoft-azure-fundamentals-describe-cloud-concepts/>)\n * [ AI fundamentals ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/training/paths/get-started-with-artificial-intelligence-on-azure/>)\n * [ Intro to generative AI ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/training/paths/introduction-generative-ai/>)\n * [ Azure Architecture fundamentals ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/training/paths/azure-fundamentals-describe-azure-architecture-services/>)\n * [ Earn credentials ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/credentials/browse/?products=azure>)\n * [ Instructor-led courses ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/training/browse/?products=azure&resource_type=course>)\n * [ View all training ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/training/azure/>)\n * [ Troubleshooting ](https://learn.microsoft.com/en-us/azure/service-fabric/</en-us/troubleshoot/azure/>)\n * Resources\n * [ Product overview ](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/azure.microsoft.com/get-started>)\n * [ Latest blog posts ](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/azure.microsoft.com/blog/>)\n * [ Pricing information ](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/azure.microsoft.com/pricing/>)\n * [ Support options ](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/azure.microsoft.com/support/options/>)\n\n[ Portal ](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/portal.azure.com>) [ Free account ](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/azure.microsoft.com/free/>)\nTable of contents Exit focus mode\nSearch\nSuggestions will filter as you type\n * [Service Fabric Documentation](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/learn.microsoft.com/en-us/azure/service-fabric/>)\n * Overview\n * Quickstarts\n * [Managed cluster with Azure portal](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/learn.microsoft.com/en-us/azure/service-fabric/quickstart-managed-cluster-portal>)\n * [Managed cluster with ARM template](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/learn.microsoft.com/en-us/azure/service-fabric/quickstart-managed-cluster-template>)\n * [Service Fabric cluster with Azure portal](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/learn.microsoft.com/en-us/azure/service-fabric/quickstart-classic-cluster-portal>)\n * [Service Fabric cluster with Bicep](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/learn.microsoft.com/en-us/azure/service-fabric/quickstart-cluster-bicep>)\n * [Service Fabric cluster with ARM template](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/learn.microsoft.com/en-us/azure/service-fabric/quickstart-cluster-template>)\n * [Create .NET application](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/learn.microsoft.com/en-us/azure/service-fabric/service-fabric-quickstart-dotnet>)\n * [Deploy a Linux container application](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/learn.microsoft.com/en-us/azure/service-fabric/service-fabric-quickstart-containers-linux>)\n * [Deploy a Windows container application](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/learn.microsoft.com/en-us/azure/service-fabric/service-fabric-quickstart-containers>)\n * Java Quickstarts\n * Tutorials\n * Best practices\n * Samples\n * Concepts\n * [Understand microservices](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/learn.microsoft.com/en-us/azure/service-fabric/service-fabric-overview-microservices>)\n * [Big picture](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/learn.microsoft.com/en-us/azure/service-fabric/service-fabric-content-roadmap>)\n * [Application scenarios](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/learn.microsoft.com/en-us/azure/service-fabric/service-fabric-application-scenarios>)\n * [Architecture](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/learn.microsoft.com/en-us/azure/service-fabric/service-fabric-architecture>)\n * Security\n * [Terminology](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/learn.microsoft.com/en-us/azure/service-fabric/service-fabric-technical-overview>)\n * Building applications\n * Applications and services\n * Clusters\n * Monitoring and diagnostics\n * [Integration with API Management](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/learn.microsoft.com/en-us/azure/service-fabric/service-fabric-api-management-overview>)\n * [App Resource model](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/learn.microsoft.com/en-us/azure/service-fabric/service-fabric-concept-resource-model>)\n * [Managed Identity](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/learn.microsoft.com/en-us/azure/service-fabric/concepts-managed-identity>)\n * [Configure container repository credentials](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/learn.microsoft.com/en-us/azure/service-fabric/configure-container-repository-credentials>)\n * [Managed cluster deny assignment policy](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/learn.microsoft.com/en-us/azure/service-fabric/managed-cluster-deny-assignment>)\n * [Service Fabric Explorer blocking operations for managed clusters](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/learn.microsoft.com/en-us/azure/service-fabric/managed-cluster-service-fabric-explorer-blocking-operation>)\n * How-to guides\n * Reference\n * Resources\n * [Support and troubleshooting](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/learn.microsoft.com/en-us/azure/service-fabric/service-fabric-support>)\n\nDownload PDF\n 1. [ Learn ](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/learn.microsoft.com/en-us/>)\n 2. [ Azure ](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/learn.microsoft.com/en-us/azure/>)\n 3. [ Service Fabric ](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/learn.microsoft.com/en-us/azure/service-fabric/>)\n\n 1. [Learn](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/learn.microsoft.com/en-us/>)\n 2. [Azure](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/learn.microsoft.com/en-us/azure/>)\n 3. [Service Fabric](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/learn.microsoft.com/en-us/azure/service-fabric/>)\n\n[ Read in English ](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/learn.microsoft.com/en-us/azure/service-fabric/service-fabric-overview-microservices> \"Read in English\") Save\n * Add to Collections\n * Add to Plan\n\n[ ](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/github.com/MicrosoftDocs/azure-compute-docs/blob/main/articles/service-fabric/service-fabric-overview-microservices.md> \"Edit This Document\")\nTable of contents[ Read in English ](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/learn.microsoft.com/en-us/azure/service-fabric/service-fabric-overview-microservices> \"Read in English\") Add to Collections Add to Plan [ Edit ](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/github.com/MicrosoftDocs/azure-compute-docs/blob/main/articles/service-fabric/service-fabric-overview-microservices.md> \"Edit This Document\")\n#### Share via\n[ Facebook ](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/www.facebook.com/sharer/sharer.php?u=https%3A%2F%2Flearn.microsoft.com%2Fen-us%2Fazure%2Fservice-fabric%2Fservice-fabric-overview-microservices%3FWT.mc_id%3Dfacebook>) [ x.com ](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/twitter.com/intent/tweet?original_referer=https%3A%2F%2Flearn.microsoft.com%2Fen-us%2Fazure%2Fservice-fabric%2Fservice-fabric-overview-microservices%3FWT.mc_id%3Dtwitter&text=Today%20I%20completed%20%22Introduction%20to%20microservices%20on%20Azure%20-%20Azure%20Service%20Fabric%20%7C%20Microsoft%20Learn%22!%20I'm%20so%20proud%20to%20be%20celebrating%20this%20achievement%20and%20hope%20this%20inspires%20you%20to%20start%20your%20own%20%40MicrosoftLearn%20journey!&tw_p=tweetbutton&url=https%3A%2F%2Flearn.microsoft.com%2Fen-us%2Fazure%2Fservice-fabric%2Fservice-fabric-overview-microservices%3FWT.mc_id%3Dtwitter>) [ LinkedIn ](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/www.linkedin.com/feed/?shareActive=true&text=Today%20I%20completed%20%22Introduction%20to%20microservices%20on%20Azure%20-%20Azure%20Service%20Fabric%20%7C%20Microsoft%20Learn%22!%20I'm%20so%20proud%20to%20be%20celebrating%20this%20achievement%20and%20hope%20this%20inspires%20you%20to%20start%20your%20own%20%40MicrosoftLearn%20journey!%0A%0D%0Ahttps%3A%2F%2Flearn.microsoft.com%2Fen-us%2Fazure%2Fservice-fabric%2Fservice-fabric-overview-microservices%3FWT.mc_id%3Dlinkedin>) Email Print\nTable of contents\n# Why use a microservices approach to building applications\n * Article\n * 08/22/2024\n * 22 contributors\n\nFeedback"
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain In this article?"
},
{
"from": "gpt",
"value": "1. [Monolithic vs. microservices design approach](https://learn.microsoft.com/en-us/azure/service-fabric/<#monolithic-vs-microservices-design-approach>)\n 2. [Comparison between application development approaches](https://learn.microsoft.com/en-us/azure/service-fabric/<#comparison-between-application-development-approaches>)\n 3. [What is a microservice?](https://learn.microsoft.com/en-us/azure/service-fabric/<#what-is-a-microservice>)\n 4. [Guidance for designing microservices on Azure](https://learn.microsoft.com/en-us/azure/service-fabric/<#guidance-for-designing-microservices-on-azure>)\n 5. [Service Fabric as a microservices platform](https://learn.microsoft.com/en-us/azure/service-fabric/<#service-fabric-as-a-microservices-platform>)\n 6. [Next steps](https://learn.microsoft.com/en-us/azure/service-fabric/<#next-steps>)\n\nShow 2 more\nFor software developers, factoring an application into component parts is nothing new. Typically, a tiered approach is used, with a back-end store, middle-tier business logic, and a front-end user interface (UI). What _has_ changed over the last few years is that developers are building distributed applications for the cloud.\nHere are some changing business needs:\n * A service that's built and operated at scale to reach customers in new geographic regions.\n * Faster delivery of features and capabilities to respond to customer demands in an agile way.\n * Improved resource utilization to reduce costs.\n\nThese business needs are affecting _how_ we build applications.\nFor more information about the Azure approach to microservices, see [Microservices: An application revolution powered by the cloud](https://learn.microsoft.com/en-us/azure/service-fabric/<https:/azure.microsoft.com/blog/microservices-an-application-revolution-powered-by-the-cloud/>).\n[](https://learn.microsoft.com/en-us/azure/service-fabric/<#monolithic-vs-microservices-design-approach>)"
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain Monolithic vs. microservices design approach?"
},
{
"from": "gpt",
"value": "Applications evolve over time. Successful applications evolve by being useful to people. Unsuccessful applications don't evolve and are eventually deprecated. Here's the question: how much do you know about your requirements today and what they'll be in the future? For example, let's say you're building a reporting application for a department in your company. You're sure the application applies only within the scope of your company and that the reports won't be kept long. Your approach will be different from that of, say, building a service that delivers video content to tens of millions of customers.\nSometimes, getting something out the door as a proof of concept is the driving factor. You know the application can be redesigned later. There's little point in over-engineering something that never gets used. On the other hand, when companies build for the cloud, the expectation is growth and usage. Growth and scale are unpredictable. We want to prototype quickly while also knowing that we're on a path that can handle future success. This is the lean startup approach: build, measure, learn, and iterate.\nDuring the client/server era, we tended to focus on building tiered applications by using specific technologies in each tier. The term _monolithic_ application has emerged to describe these approaches. The interfaces tended to be between the tiers, and a more tightly coupled design was used between components within each tier. Developers designed and factored classes that were compiled into libraries and linked together into a few executable files and DLLs.\nThere are benefits to a monolithic design approach. Monolithic applications are often simpler to design, and calls between components are faster because these calls are often over interprocess communication (IPC). Also, everyone tests a single product, which tends to be a more efficient use of human resources. The downside is that there's a tight coupling between tiered layers, and you can't scale individual components. If you need to do fixes or upgrades, you have to wait for others to finish their testing. It's harder to be agile.\nMicroservices address these downsides and more closely align with the preceding business requirements. But they also have both benefits and liabilities. The benefits of microservices are that each one typically encapsulates simpler business functionality, which you can scale out or in, test, deploy, and manage independently. One important benefit of a microservices approach is that teams are driven more by business scenarios than by technology. Smaller teams develop a microservice based on a customer scenario and use any technologies that they want to use.\nIn other words, the organization doesn’t need to standardize tech to maintain microservice applications. Individual teams that own services can do what makes sense for them based on team expertise or what’s most appropriate to solve the problem. In practice, a set of recommended technologies, like a particular NoSQL store or web application framework, is preferable.\nThe downside of microservices is that you have to manage more separate entities and deal with more complex deployments and versioning. Network traffic between the microservices increases, as do the corresponding network latencies. Lots of chatty, granular services can cause a performance nightmare. Without tools to help you view these dependencies, it's hard to see the whole system.\nStandards make the microservices approach work by specifying how to communicate and tolerating only the things you need from a service, rather than rigid contracts. It's important to define these contracts up front in the design because services update independently of each other. Another description coined for designing with a microservices approach is “fine-grained service-oriented architecture (SOA).”\n_**At its simplest, the microservices design approach is about a decoupled federation of services, with independent changes to each and agreed-upon standards for communication.**_\nAs more cloud applications are produced, people have discovered that this decomposition of the overall application into independent, scenario-focused services is a better long-term approach.\n[](https://learn.microsoft.com/en-us/azure/service-fabric/<#comparison-between-application-development-approaches>)"
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain Comparison between application development approaches?"
},
{
"from": "gpt",
"value": "\n 1. A monolithic application contains domain-specific functionality and is normally divided into functional layers like web, business, and data.\n 2. You scale a monolithic application by cloning it on multiple servers/virtual machines/containers.\n 3. A microservice application separates functionality into separate smaller services.\n 4. The microservices approach scales out by deploying each service independently, creating instances of these services across servers/virtual machines/containers.\n\nDesigning with a microservices approach isn't appropriate for all projects, but it does align more closely with the business objectives described earlier. Starting with a monolithic approach might make sense if you know you'll have the opportunity to rework the code later into a microservices design. More commonly, you begin with a monolithic application and slowly break it up in stages, starting with the functional areas that need to be more scalable or agile.\nWhen you use a microservices approach, you compose your application of many small services. These services run in containers that are deployed across a cluster of machines. Smaller teams develop a service that focuses on a scenario and independently test, version, deploy, and scale each service so the entire application can evolve.\n[](https://learn.microsoft.com/en-us/azure/service-fabric/<#what-is-a-microservice>)"
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "What is a microservice?"
},
{
"from": "gpt",
"value": "There are different definitions of microservices. But most of these characteristics of microservices are widely accepted:\n * Encapsulate a customer or business scenario. What problem are you solving?\n * Developed by a small engineering team.\n * Written in any programming language, using any framework.\n * Consist of code, and optionally state, both of which are independently versioned, deployed, and scaled.\n * Interact with other microservices over well-defined interfaces and protocols.\n * Have unique names (URLs) that are used to resolve their location.\n * Remain consistent and available in the presence of failures.\n\nTo sum that up:\n_**Microservice applications are composed of small, independently versioned, and scalable customer-focused services that communicate with each other over standard protocols with well-defined interfaces.**_\n[](https://learn.microsoft.com/en-us/azure/service-fabric/<#written-in-any-programming-language-using-any-framework>)"
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain Written in any programming language, using any framework?"
},
{
"from": "gpt",
"value": "As developers, we want to be free to choose a language or framework, depending on our skills and the needs of the service that we're creating. For some services, you might value the performance benefits of C++ above anything else. For others, the ease of managed development that you get from C# or Java might be more important. In some cases, you might need to use a specific partner library, data storage technology, or method for exposing the service to clients.\nAfter you choose a technology, you need to consider the operational or life-cycle management and scaling of the service.\n[](https://learn.microsoft.com/en-us/azure/service-fabric/<#allows-code-and-state-to-be-independently-versioned-deployed-and-scaled>)"
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain Allows code and state to be independently versioned, deployed, and scaled?"
},
{
"from": "gpt",
"value": "No matter how you write your microservices, the code, and optionally the state, should independently deploy, upgrade, and scale. This problem is hard to solve because it comes down to your choice of technologies. For scaling, understanding how to partition (or shard) both the code and the state is challenging. When the code and state use different technologies, which is common today, the deployment scripts for your microservice need to be able to scale them both. This separation is also about agility and flexibility, so you can upgrade some of the microservices without having to upgrade all of them at once.\nLet's return to our comparison of the monolithic and microservices approaches for a moment. This diagram shows the differences in the approaches to storing state:\n[](https://learn.microsoft.com/en-us/azure/service-fabric/<#state-storage-for-the-two-approaches>)\n#### State storage for the two approaches\n\n_**The monolithic approach, on the left, has a single database and tiers of specific technologies.**_\n_**The microservices approach, on the right, has a graph of interconnected microservices where state is typically scoped to the microservice and various technologies are used.**_\nIn a monolithic approach, the application typically uses a single database. The advantage to using one database is that it's in a single location, which makes it easy to deploy. Each component can have a single table to store its state. Teams need to strictly separate state, which is a challenge. Inevitably, someone will be tempted to add a column to an existing customer table, do a join between tables, and create dependencies at the storage layer. After this happens, you can't scale individual components.\nIn the microservices approach, each service manages and stores its own state. Each service is responsible for scaling both code and state together to meet the demands of the service. A downside is that when you need to create views, or queries, of your application’s data, you need to query across multiple state stores. This problem is typically solved by a separate microservice that builds a view across a collection of microservices. If you need to run multiple impromptu queries on the data, you should consider writing each microservice’s data to a data warehousing service for offline analytics.\nMicroservices are versioned. It's possible for different versions of a microservice to run side by side. A newer version of a microservice could fail during an upgrade and need to be rolled back to an earlier version. Versioning is also helpful for A/B testing, where different users experience different versions of the service. For example, it's common to upgrade a microservice for a specific set of customers to test new functionality before rolling it out more widely.\n[](https://learn.microsoft.com/en-us/azure/service-fabric/<#interacts-with-other-microservices-over-well-defined-interfaces-and-protocols>)"
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain Interacts with other microservices over well-defined interfaces and protocols?"
},
{
"from": "gpt",
"value": "Over the past 10 years, extensive information has been published describing communication patterns in service-oriented architectures. Generally, service communication uses a REST approach with HTTP and TCP protocols and XML or JSON as the serialization format. From an interface perspective, it's about taking a web design approach. But nothing should stop you from using binary protocols or your own data formats. Just be aware that people will have a harder time using your microservices if these protocols and formats aren't openly available.\n[](https://learn.microsoft.com/en-us/azure/service-fabric/<#has-a-unique-name-url-used-to-resolve-its-location>)"
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain Has a unique name (URL) used to resolve its location?"
},
{
"from": "gpt",
"value": "Your microservice needs to be addressable wherever it's running. If you're thinking about machines and which one is running a particular microservice, things can go bad quickly.\nIn the same way that DNS resolves a particular URL to a particular machine, your microservice needs a unique name so that its current location is discoverable. Microservices need addressable names that are independent of the infrastructure they're running on. This implies that there's an interaction between how your service is deployed and how it's discovered, because there needs to be a service registry. When a machine fails, the registry service needs to tell you where the service was moved to.\n[](https://learn.microsoft.com/en-us/azure/service-fabric/<#remains-consistent-and-available-in-the-presence-of-failures>)"
}
] |
[
{
"from": "system",
"value": "You are an Azure AI assistant, trained to help users understand and work with Azure services and documentation. You have deep knowledge of Azure's cloud platform, particularly about: . Provide clear, accurate, and helpful responses based on official Azure documentation."
},
{
"from": "human",
"value": "Can you explain Remains consistent and available in the presence of failures?"
},
{
"from": "gpt",
"value": "Dealing with unexpected failures is one of the hardest problems to solve, especially in a distributed system. Much of the code that we write as developers is for handling exceptions. During testing, we also spend the most time on exception handling. The process is more involved than writing code to handle failures. What happens when the machine on which the microservice is running fails? You need to detect the failure, which is a hard problem on its own. But you also need to restart your microservice.\nFor availability, a microservice needs to be resilient to failures and able to restart on another machine. In addition to these resiliency requirements, data shouldn't be lost, and data needs to remain consistent.\nResiliency is hard to achieve when failures happen during an application upgrade. The microservice, working with the deployment system, doesn't need to recover. It needs to determine whether it can continue to move forward to the newer version or roll back to a previous version to maintain a consistent state. You need to consider a few questions, like whether enough machines are available to keep moving forward and how to recover previous versions of the microservice. To make these decisions, you need the microservice to emit health information.\n[](https://learn.microsoft.com/en-us/azure/service-fabric/<#reports-health-and-diagnostics>)"
}
] |
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