AFBS:Buffer Gradient Selection in Semi-asynchronous Federated Learning

Chaoyi Lu, Yiding Sun, Jinqian Chen +3

Asynchronous federated learning (AFL) accelerates training by eliminating the need to wait for stragglers, but its asynchronous nature introduces gradient staleness, where outdated…