Adaptive Service Configuration for Edge Resource Allocation in Business Process

A collaborative edge network is emerging to support business process applications which are decomposed into several services in terms of their functionalities. In this work, we consider online resource allocation through adaptively configuring services on appropriate edge devices. The scheduling produce is formulated to an Markov decision process, where a Temporal-Difference learning is adopted to achieve delay reduction and energy efficiency.