Robust DNN Partitioning and Resource Allocation Under Uncertain Inference Time

Zhaojun Nan, Yunchu Han, Sheng Zhou +1

In edge intelligence systems, deep neural network (DNN) partitioning and data offloading can provide real-time task inference for resource-constrained mobile devices. However, the…