John C. S. Lui

On DNN Model Partitioning and Deployment for Collaborative Multi-Edge AI Computing

Offloading DNN workload to an edge network for parallel and distributed computing is a promising solution to hosting computation-intensive DNN services. The challenge is how to partition DNN models and to reduce the communication to realize a high-performance multi-edge DNN computing. In this paper, we first propose a...