<p>i saw that some people use Kubernetes co-exist with slurm, I was just curious as to why you need kubernetes with slurm? what is the main difference between kubernetes and slurm?</p>

<p><a href="https://slurm.schedmd.com/overview.html" rel="noreferrer">Slurm</a> is open source job scheduling system for large and small Linux clusters. It is mainly used as Workload Manager/Job scheduler. Mostly used in HPC (High Performance Computing) and sometimes in BigData. </p>

<p><a href="https://kubernetes.io/" rel="noreferrer">Kubernetes</a> is an orchestration system for Docker containers using the concepts of ”labels” and ”pods” to group containers into logical units. It was mainly created to run micro-services and AFAIK currently <code>Kubernetes</code> is not supporting Slurm.</p>

<p>Slumr as Job scheduler have more scheduling options than Kubernetes, but K8s is container orchestration system not only Job scheduler. For example <code>Kubernetes</code> is supporting Array jobs and <code>Slurm</code> supports Parallel and array jobs. If you want to dive in to scheduling check <a href="https://arxiv.org/pdf/1705.03102.pdf" rel="noreferrer">this</a> article.</p>

<p>As I mentioned before, Kubernetes is more focused on container orchestration and Slumr is focused on Job/Workload scheduling. 
Only thing comes to my mind is that someone needed very personal-customized cluster using <a href="https://github.com/sylabs/wlm-operator" rel="noreferrer">WLM-Operator</a> + K8s + Slurm + Singularity to execute HPC/BigData jobs.</p>

<p>Usually Slurm Workload Manager is used by many of the world's supercomputers to optimize locality of task assignments on parallel computers.</p>
