LEAP: Optimization Hierarchical Federated Learning on Non-IID Data with Coalition Formation Game

Jianfeng Lu, Yue Chen, Shuqin Cao +3

Although Hierarchical Federated Learning (HFL) utilizes edge servers (ESs) to alleviate communication burdens, its model performance will be degraded by non-IID data and limited co…