Virtual network function deployment algorithm based on graph convolution deep reinforcement learning

Rixuan Qiu; Jiawen Bao; Yuancheng Li; Xin Zhou; Liang Liang; Hui Tian; Yanting Zeng; Jie Shi

doi:10.1007/s11227-022-04947-w

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Virtual network function deployment algorithm based on graph convolution deep reinforcement learning

Rixuan Qiu Jiawen Bao Yuancheng Li Xin Zhou Liang Liang Hui Tian Yanting Zeng Jie Shi

Year: 2022 Journal: The Journal of Supercomputing Vol: 79 (6)Pages: 6849-6870 Publisher: Springer Science+Business Media

DOI: 10.1007/s11227-022-04947-w

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Keywords:

Computer science Virtual network Distributed computing Software deployment Graph Reinforcement learning Network topology Computer network Theoretical computer science Artificial intelligence

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Software-Defined Networks and 5G

Physical Sciences → Computer Science → Computer Networks and Communications

Advanced Optical Network Technologies

Physical Sciences → Engineering → Electrical and Electronic Engineering

Advanced Memory and Neural Computing

Physical Sciences → Engineering → Electrical and Electronic Engineering

Virtual network function deployment algorithm based on graph convolution deep reinforcement learning

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