Communication Efficiency Optimization of Federated Learning for Computing and Network Convergence of 6G Networks

no code implementations • 28 Nov 2023 • Yizhuo Cai, Bo Lei, Qianying Zhao, Jing Peng, Min Wei, Yushun Zhang, Xing Zhang

In this paper, to improve the communication efficiency of federated learning in complex networks, we study the communication efficiency optimization of federated learning for computing and network convergence of 6G networks, methods that gives decisions on its training process for different network conditions and arithmetic power of participating devices in federated learning.

Federated Learning