Pengzhen Li

Respipe: Resilient Model-Distributed DNN Training at Edge Networks

The traditional approach to distributed deep neural network (DNN) training is data-distributed learning, which partitions and distributes data to workers. This approach, although has good convergence properties, has high communication cost, which puts a strain especially on edge systems and increase…