Changyao Lin

E4: Energy-Efficient DNN Inference for Edge Video Analytics via Early Exiting and DVFS

Deep neural network (DNN) models are increasingly popular in edge video analytic applications. However, the computeintensive nature of DNN models pose challenges for energyefficient inference on resource-constrained edge devices. Most existing solutions focus on optimizing DNN inference latency and…