With the rapid development of deep learning, size data sets and neural networks (DNNs) models are also booming. As a result, intolerable long time for models’ training or inference with conventional strategies can not meet satisfaction modern tasks gradually. Moreover, devices stay idle in scenario edge computing (EC), which presents waste resources since they share pressure busy but do not. To...