2 papers
cs.LG2025
A Novel Collaborative Framework for Efficient Synchronization in Split Federated Learning over Wireless Networks
Haoran Gao, Samuel D. Okegbile, Jun Cai
Split Federated Learning (SFL) offers a promising approach for distributed model training in wireless networks, combining the layer-partitioning advantages of split learning with t…
eess.SP2024
Demand-Aware Beam Hopping and Power Allocation for Load Balancing in Digital Twin empowered LEO Satellite Networks
Ruili Zhao, Jun Cai, Jiangtao Luo +2
Low-Earth orbit (LEO) satellites utilizing beam hopping (BH) technology offer extensive coverage, low latency, high bandwidth, and significant flexibility. However, the uneven geog…