Arena: A Learning-based Synchronization Scheme for Hierarchical Federated Learning--Technical Report

Tianyu Qi, Yufeng Zhan, Peng Li +2

Federated learning (FL) enables collaborative model training among distributed devices without data sharing, but existing FL suffers from poor scalability because of global model s…