DynaComm: Accelerating Distributed CNN Training between Edges and Clouds through Dynamic Communication Scheduling

Shangming Cai, Dongsheng Wang, Haixia Wang +4

To reduce uploading bandwidth and address privacy concerns, deep learning at the network edge has been an emerging topic. Typically, edge devices collaboratively train a shared mod…