Jilin Zhang

Local Epochs Inefficiency Caused by Device Heterogeneity in Federated Learning

2022 · Wireless Communications and Mobile Computing

Federated learning is a new framework of machine learning, it trains models locally on multiple clients and then uploads local models to the server for model aggregation iteratively until the model converges. In most cases, …