Zeke Xia

Have Your Cake and Eat It Too: Toward Efficient and Accurate Split Federated Learning

2023 · arXiv (Cornell University)

Due to its advantages in resource constraint scenarios, Split Federated Learning (SFL) is promising in AIoT systems. However, due to data heterogeneity and stragglers, SFL suffers from the challenges of low inference accuracy and low …