Design and Analysis of Uplink and Downlink Communications for Federated Learning

Sihui Zheng, Cong Shen, Xiang Chen

Communication has been known to be one of the primary bottlenecks of federated learning (FL), and yet existing studies have not addressed the efficient communication design, partic…