The Impact of Cut Layer Selection in Split Federated Learning

Justin Dachille, Chao Huang, Xin Liu

Split Federated Learning (SFL) is a distributed machine learning paradigm that combines federated learning and split learning. In SFL, a neural network is partitioned at a cut laye…