Deep reinforcement learning based task offloading and resource allocation strategy across multiple edge servers

Bing Shi; Yuting Pan; Lianzhen Huang

doi:10.1007/s11761-024-00419-6

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JOURNAL ARTICLE

Deep reinforcement learning based task offloading and resource allocation strategy across multiple edge servers

Bing Shi Yuting Pan Lianzhen Huang

Year: 2024 Journal: Service Oriented Computing and Applications Vol: 19 (3)Pages: 263-276 Publisher: Springer Science+Business Media

DOI: 10.1007/s11761-024-00419-6

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Keywords:

Server Reinforcement learning Computer science Task (project management) Enhanced Data Rates for GSM Evolution Resource allocation Distributed computing Resource (disambiguation) Artificial intelligence Human–computer interaction Computer network Engineering

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1.67

FWCI (Field Weighted Citation Impact)

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0.73

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Topics

IoT and Edge/Fog Computing

Physical Sciences → Computer Science → Computer Networks and Communications

Molecular Communication and Nanonetworks

Physical Sciences → Engineering → Biomedical Engineering

Internet of Things and AI

Physical Sciences → Computer Science → Information Systems

Deep reinforcement learning based task offloading and resource allocation strategy across multiple edge servers

Metrics

Citation History

Topics

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