Multi-Task Resource Allocation and Task Offloading via Multi-Agent Deep Reinforcement Learning in Edge-Cloud system

Guoqing Tian; Xilong Wang; Xin Li; Xiaolin Qin

doi:10.1145/3670105.3670168

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JOURNAL ARTICLE

Multi-Task Resource Allocation and Task Offloading via Multi-Agent Deep Reinforcement Learning in Edge-Cloud system

Guoqing Tian Xilong Wang Xin Li Xiaolin Qin

Year: 2024 Pages: 370-377

DOI: 10.1145/3670105.3670168

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Keywords:

Reinforcement learning Computer science Cloud computing Task (project management) Enhanced Data Rates for GSM Evolution Resource allocation Distributed computing Multi-agent system Resource management (computing) Human–computer interaction Artificial intelligence Computer network Operating system Engineering Systems engineering

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Topics

IoT and Edge/Fog Computing

Physical Sciences → Computer Science → Computer Networks and Communications

Cloud Computing and Resource Management

Physical Sciences → Computer Science → Information Systems

Blockchain Technology Applications and Security

Physical Sciences → Computer Science → Information Systems

Multi-Task Resource Allocation and Task Offloading via Multi-Agent Deep Reinforcement Learning in Edge-Cloud system

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Citation History

Topics

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