Multi-Criteria Client Selection and Scheduling with Fairness Guarantee for Federated Learning Service

Meiying Zhang, Huan Zhao, Sheldon Ebron +2

Federated Learning (FL) enables multiple clients to train machine learning models collaboratively without sharing the raw training data. However, for a given FL task, how to select…