Improving Federated Learning Communication Efficiency with Global Momentum Fusion for Gradient Compression Schemes

Chun-Chih Kuo, Ted Tsei Kuo, Chia-Yu Lin

Communication costs within Federated learning hinder the system scalability for reaching more data from more clients. The proposed FL adopts a hub-and-spoke network topology. All c…