End-to-End Network and Computation Resource Allocation for Task Offloading in Mobile Networks

This paper introduces a joint network and computation resource management framework for mobile networks, aiming to minimize task completion times in offloading scenarios. A task management function (TMF) is designed to coordinate resources across network entities, optimizing both network and computation resources while ensuring tasks meet their deadlines. In addition, a low-complexity heuristic algorithm is developed. It operates with two sub-algorithms: initial resource allocation algorithm and resource adjustment algorithm.