Jointly Optimizing Dataset Size and Local Updates in Heterogeneous Mobile Edge Learning

Umair Mohammad, Sameh Sorour, Mohamed Hefeida

This paper proposes to maximize the accuracy of a distributed machine learning (ML) model trained on learners connected via the resource-constrained wireless edge. We jointly optim…