E4: Energy-Efficient DNN Inference for Edge Video Analytics Via Early-Exit and DVFS

Ziyang Zhang, Yang Zhao, Ming-Ching Chang +2

Deep neural network (DNN) models are increasingly popular in edge video analytic applications. However, the compute-intensive nature of DNN models pose challenges for energy-effici…