Decentralized Federated Learning: Balancing Communication and Computing Costs

Wei Liu, Li Chen, Wenyi Zhang

Decentralized stochastic gradient descent (SGD) is a driving engine for decentralized federated learning (DFL). The performance of decentralized SGD is jointly influenced by inter-…