Guang Fang

An Online Learning Approach for Client Selection in Federated Edge Learning under Budget Constraint

2022

Federated learning (FL) has emerged as a new paradigm that enables distributed mobile devices to learn a global model collaboratively. Since mobile devices (a.k.a, clients) exhibit diversity in model training quality, client selection (CS) becomes …