Distributed deep learning on edge-devices: feasibility via adaptive compression

Corentin Hardy, Erwan Le Merrer, Bruno Sericola

A large portion of data mining and analytic services use modern machine learning techniques, such as deep learning. The state-of-the-art results by deep learning come at the price…