When MiniBatch SGD Meets SplitFed Learning:Convergence Analysis and Performance Evaluation

Chao Huang, Geng Tian, Ming Tang

Federated learning (FL) enables collaborative model training across distributed clients (e.g., edge devices) without sharing raw data. Yet, FL can be computationally expensive as t…