Calibration-Aided Edge Inference Offloading via Adaptive Model Partitioning of Deep Neural Networks

Roberto G. Pacheco, Rodrigo S. Couto, Osvaldo Simeone

Mobile devices can offload deep neural network (DNN)-based inference to the cloud, overcoming local hardware and energy limitations. However, offloading adds communication delay, t…