Hierarchical Split Federated Learning: Convergence Analysis and System Optimization

Zheng Lin, Wei Wei, Zhe Chen +4

As AI models expand in size, it has become increasingly challenging to deploy federated learning (FL) on resource-constrained edge devices. To tackle this issue, split federated le…