Pengzhan Zhou

Optimize Scheduling of Federated Learning on Battery-powered Mobile Devices

2020

Federated learning learns a collaborative model by aggregating locally-computed updates from mobile devices for privacy preservation. While current research typically prioritizing the minimization of communication overhead, we demonstrate from an empirical study, that computation heterogeneity …