Digital Library

Study on Deep Reinforcement Learning for Partial Task Offloading in Edge Cloud Network

Yeongjun Seok, Hyun-kyo Lim, Ihsan Ullah, Youn-Hee HanJournal of Advanced Technology Research, Vol. 7, No. 2, pp. 13-16, Dec. 2022
10.11111/JATR.2022.7.2.013
Keywords: IoT, 5G network, Partial Task Off-Loading, Resource Consumption, Delay time, Edge Cloud Computing Systems, Hierarchical Deep Reinforcement Learning, Task Allocation Optimization

A Study on Task Offloading Scheme Using Deep Q-Network in Edge-Cloud Computing Environment

Hyun-Kyo Lim, Ihsan Ullah, Youn-Hee HanJournal of Advanced Technology Research, Vol. 7, No. 1, pp. 5-13, Jun. 2022
10.11111/JATR.2022.7.1.005
Keywords: Deep Q-Network, Edge-Cloud computing, Resource Allocation, Markov Process, IoT, 5G network