University of Illinois at Urbana-Champaign, VMWare Research; Argonne National Laboratory, University of Illinois at Urbana-Champaign, National Center for Supercomputing Applications; Argonne National Laboratory, University of Illinois at Urbana-Champaign, The University of Chicago; Argonne National Laboratory; University of Illinois at Urbana-Champaign, National Center for Supercomputing Applications
Zilinghan Li, Pranshu Chaturvedi, Shilan He, Han Chen, Gagandeep Singh, Volodymyr Kindratenko, Eliu Huerta, Kibaek Kim, Ravi Madduri
Federated Learning;Device Heterogeneity;Cross-silo Federated Learning
FedCompass: Efficient Cross-Silo Federated Learning on Heterogeneous Client Devices Using a Computing Power-Aware Scheduler