Robust Model Aggregation for Heterogeneous Federated Learning: Analysis and Optimizations

Yumeng Shao, Jun Li, Long Shi +6

Conventional synchronous federated learning (SFL) frameworks suffer from performance degradation in heterogeneous systems due to imbalanced local data size and diverse computing po…