A Robust Federated Learning Framework for Undependable Devices at Scale

Shilong Wang, Jianchun Liu, Hongli Xu +4

In a federated learning (FL) system, many devices, such as smartphones, are often undependable (e.g., frequently disconnected from WiFi) during training. Existing FL frameworks alw…