A Joint Approach to Local Updating and Gradient Compression for Efficient Asynchronous Federated Learning

Jiajun Song, Jiajun Luo, Rongwei Lu +3

Asynchronous Federated Learning (AFL) confronts inherent challenges arising from the heterogeneity of devices (e.g., their computation capacities) and low-bandwidth environments, b…