Deep-Reinforcement-Learning-Based Task Offloading and Resource Allocation in Mobile Edge Computing Network With Heterogeneous Tasks

Tao Jiang; Zhaoping Chen; Zilong Zhao; Mingjie Feng; Jiaxi Zhou

doi:10.1109/jiot.2024.3514108

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Deep-Reinforcement-Learning-Based Task Offloading and Resource Allocation in Mobile Edge Computing Network With Heterogeneous Tasks

Tao Jiang Zhaoping Chen Zilong Zhao Mingjie Feng Jiaxi Zhou

Year: 2024 Journal: IEEE Internet of Things Journal Vol: 12 (8)Pages: 10899-10906 Publisher: Institute of Electrical and Electronics Engineers

DOI: 10.1109/jiot.2024.3514108

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Keywords:

Computer science Reinforcement learning Mobile edge computing Task (project management) Resource allocation Distributed computing Resource management (computing) Enhanced Data Rates for GSM Evolution Edge computing Mobile computing Edge device Computer network Task analysis Resource (disambiguation) Artificial intelligence Operating system Cloud computing

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IoT and Edge/Fog Computing

Physical Sciences → Computer Science → Computer Networks and Communications

Deep-Reinforcement-Learning-Based Task Offloading and Resource Allocation in Mobile Edge Computing Network With Heterogeneous Tasks

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