Conference
Open access
Jun 2026
Drift-Aware Straggler Mitigation for Heterogeneous Split Federated Learning via Proactive Cut-Layer and Asynchronous Server Updates
Results indicate that jointly optimizing cut-layer adaptation and asynchronous aggregation is an effective direction for improving the robustness and efficiency of SFL in heterogeneous environments.
Junqi Zhang, Bingxu Chen, Yihang Tang et al.
· 2026 7th International Confe... · 3 citations