Learning-Based Resource Allocation in Cloud Data Center using Advantage Actor-Critic

Zheyi Chen; Jia Hu; Geyong Min

doi:10.1109/icc.2019.8761309

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Learning-Based Resource Allocation in Cloud Data Center using Advantage Actor-Critic

Zheyi Chen Jia Hu Geyong Min

Year: 2019 Pages: 1-6

DOI: 10.1109/icc.2019.8761309

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Abstract

This is the author accepted manuscript. The final version is available from IEEE via the DOI in this record.

Keywords:

Computer science Cloud computing Reinforcement learning Data center Resource allocation Scheduling (production processes) Distributed computing Resource management (computing) Resource (disambiguation) Mathematical optimization Artificial intelligence Computer network

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6.55

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0.96

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Is in top 10%

Citation History

Topics

Cloud Computing and Resource Management

Physical Sciences → Computer Science → Information Systems

IoT and Edge/Fog Computing

Physical Sciences → Computer Science → Computer Networks and Communications

Data Stream Mining Techniques

Physical Sciences → Computer Science → Artificial Intelligence

Learning-Based Resource Allocation in Cloud Data Center using Advantage Actor-Critic

Abstract

Metrics

Citation History

Topics

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