Mitigating System Bias in Resource Constrained Asynchronous Federated Learning Systems

Jikun Gao, Ioannis Mavromatis, Peizheng Li +2

Federated learning (FL) systems face performance challenges in dealing with heterogeneous devices and non-identically distributed data across clients. We propose a dynamic global m…