Adaptive Task Allocation for Asynchronous Federated and Parallelized Mobile Edge Learning

Umair Mohammad, Sameh Sorour

This paper proposes a scheme to efficiently execute distributed learning tasks in an asynchronous manner while minimizing the gradient staleness on wireless edge nodes with heterog…