Adaptive Task Offloading in Coded Edge Computing: A Deep Reinforcement Learning Approach

In this letter, we consider a Coded Edge Computing (CEC) network in which a client encodes its computation subtasks using the Maximum Distance Separable (MDS) code before offloading them to helpers. The CEC network is heterogeneous in which the helpers are different in computing capacity, wireless communication stability, and computing price. Thus, the client needs to determine a desirable size of...