Lightweight Federated Learning in Mobile Edge Computing with Statistical and Device Heterogeneity Awareness

Jinghong Tan, Zhichen Zhang, Kun Guo +2

Federated learning enables collaborative machine learning while preserving data privacy, but high communication and computation costs, exacerbated by statistical and device heterog…