ESFL: Efficient Split Federated Learning over Resource-Constrained Heterogeneous Wireless Devices

Guangyu Zhu, Yiqin Deng, Xianhao Chen +3

Federated learning (FL) allows multiple parties (distributed devices) to train a machine learning model without sharing raw data. How to effectively and efficiently utilize the res…