Communication-Efficient Device Scheduling for Federated Learning Using Lyapunov Optimization

Jake B. Perazzone, Shiqiang Wang, Mingyue Ji +1

Federated learning (FL) is a useful tool that enables the training of machine learning models over distributed data without having to collect data centrally. When deploying FL in c…