Convergence Analysis of Split Federated Learning on Heterogeneous Data

Pengchao Han, Chao Huang, Geng Tian +2

Split federated learning (SFL) is a recent distributed approach for collaborative model training among multiple clients. In SFL, a global model is typically split into two parts, w…