Semi-Online Computational Offloading by Dueling Deep-Q Network for User Behavior Prediction

Task offloading could optimize computational resource utilization in edge computing environments. However, how to assign and offload tasks for different behavior users is an essential problem since the systems dynamic, intelligent application diversity, and user personality. With user behavior predi...

Full description

Bibliographic Details
Main Authors: Shinan Song, Zhiyi Fang, Zhanyang Zhang, Chin-Ling Chen, Hongyu Sun
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9125907/