Communication-Efficient Device Scheduling for Federated Learning Using Stochastic Optimization

Jake Perazzone, Shiqiang Wang, Mingyue Ji +1

Federated learning (FL) is a useful tool in distributed machine learning that utilizes users' local datasets in a privacy-preserving manner. When deploying FL in a constrained wire…