Edge Computing

Mobile Task Offloading Under Unreliable Edge Performance

In this paper, we propose a deep Q-learning based task offloading solution, DeepTO, for online task offloading. DeepTO learns edge server performance in a model-free manner and takes future battery needs of the mobile device into account.

Md Rajib Hossen, Mohammad A. Islam