A Communication-Efficient Hierarchical Federated Learning Framework via Shaping Data Distribution at Edge

Y Deng, F Lyu, T Xia, Y Zhou, Y Zhang… - IEEE/ACM …, 2024 - ieeexplore.ieee.org
Federated learning (FL) enables collaborative model training over distributed computing
nodes without sharing their privacy-sensitive raw data. However, in FL, iterative exchanges …

A Communication-Efficient Hierarchical Federated Learning Framework via Shaping Data Distribution at Edge

Y Deng, F Lyu, T Xia, Y Zhou, Y Zhang… - … /ACM Transactions on …, 2024 - computer.org
Federated learning (FL) enables collaborative model training over distributed computing
nodes without sharing their privacy-sensitive raw data. However, in FL, iterative exchanges …