Deep Reinforcement Learning-Based Task Offloading and Resource Allocation for Industrial IoT in MEC Federation System

Deep Reinforcement Learning-Based Task Offloading and Resource Allocation for Industrial IoT in MEC Federation System

The rapid growth of the Internet of Things (IoT) has resulted in the development of intelligent industrial systems known as Industrial IoT (IIoT). These systems integrate smart devices, sensors, cameras, and 5G technologies to enable automated data gathering and analysis boost production efficiency...

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Bibliographic Details
Main Authors: Huong Mai Do, Tuan Phong Tran, Myungsik Yoo
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
MEC federation
IIoT
task offloading
resource allocation
Markov decision process
deep reinforcement learning
Online Access:https://ieeexplore.ieee.org/document/10210011/

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