Distributed Online Optimization over a Heterogeneous Network with Any-Batch Mirror Descent

Nima Eshraghi, Ben Liang

Abstract: In distributed online optimization over a computing network with heterogeneous nodes, slow nodes can adversely affect the progress of fast nodes, leading to drastic slowdown of the overall converge...