Modeling on virtual network embedding using reinforcement learning

Concurrency and Computation Practice and Experience ◽

10.1002/cpe.6020 ◽

2020 ◽

Vol 32 (23) ◽

Author(s):

Cong Wang ◽

Fanghui Zheng ◽

Guangcong Zheng ◽

Sancheng Peng ◽

Zejie Tian ◽

...

Keyword(s):

Reinforcement Learning ◽

Virtual Network ◽

Virtual Network Embedding ◽

Network Embedding

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VNE-HRL: A Proactive Virtual Network Embedding Algorithm Based on Hierarchical Reinforcement Learning

IEEE Transactions on Network and Service Management ◽

10.1109/tnsm.2021.3120297 ◽

2021 ◽

pp. 1-1

Author(s):

Jin Cheng ◽

Yulei Wu ◽

Yeming Lin ◽

Yuepeng E ◽

Fan Tang ◽

...

Keyword(s):

Reinforcement Learning ◽

Virtual Network ◽

Virtual Network Embedding ◽

Network Embedding ◽

Hierarchical Reinforcement Learning

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Energy-Efficient Multi-domain Virtual Network Embedding Algorithm Based on Reinforcement Learning

Advances in Natural Computation, Fuzzy Systems and Knowledge Discovery - Lecture Notes on Data Engineering and Communications Technologies ◽

10.1007/978-3-030-89698-0_116 ◽

2022 ◽

pp. 1132-1143

Author(s):

Jihong Zhao ◽

Zhi Wang

Keyword(s):

Reinforcement Learning ◽

Energy Efficient ◽

Virtual Network ◽

Virtual Network Embedding ◽

Network Embedding

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A Privacy-Preserving Reinforcement Learning Algorithm for Multi-Domain Virtual Network Embedding

IEEE Transactions on Network and Service Management ◽

10.1109/tnsm.2020.3022278 ◽

2020 ◽

Vol 17 (4) ◽

pp. 2291-2304 ◽

Author(s):

Davide Andreoletti ◽

Tanya Velichkova ◽

Giacomo Verticale ◽

Massimo Tornatore ◽

Silvia Giordano

Keyword(s):

Reinforcement Learning ◽

Learning Algorithm ◽

Privacy Preserving ◽

Virtual Network ◽

Virtual Network Embedding ◽

Network Embedding ◽

Reinforcement Learning Algorithm

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A novel reinforcement learning algorithm for virtual network embedding

Neurocomputing ◽

10.1016/j.neucom.2018.01.025 ◽

2018 ◽

Vol 284 ◽

pp. 1-9 ◽

Author(s):

Haipeng Yao ◽

Xu Chen ◽

Maozhen Li ◽

Peiying Zhang ◽

Luyao Wang

Keyword(s):

Reinforcement Learning ◽

Learning Algorithm ◽

Virtual Network ◽

Virtual Network Embedding ◽

Network Embedding ◽

Reinforcement Learning Algorithm

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Security-Aware Virtual Network Embedding Algorithm based on Reinforcement Learning

IEEE Transactions on Network Science and Engineering ◽

10.1109/tnse.2020.2995863 ◽

2020 ◽

pp. 1-1 ◽

Author(s):

Peiying Zhang ◽

Chao Wang ◽

Chunxiao Jiang ◽

Abderrahim Benslimane

Keyword(s):

Reinforcement Learning ◽

Virtual Network ◽

Virtual Network Embedding ◽

Network Embedding

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A Coordinated Two-Stages Virtual Network Embedding Algorithm Based on Reinforcement Learning

2019 Seventh International Conference on Advanced Cloud and Big Data (CBD) ◽

10.1109/cbd.2019.00018 ◽

2019 ◽

Author(s):

Cong Wang ◽

Fanghui Zheng ◽

Sancheng Peng ◽

Zejie Tian ◽

Yujia Guo ◽

...

Keyword(s):

Reinforcement Learning ◽

Virtual Network ◽

Virtual Network Embedding ◽

Network Embedding ◽

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Reinforcement Learning for Virtual Network Embedding in Wireless Sensor Networks

2020 16th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob)(50308) ◽

10.1109/wimob50308.2020.9253442 ◽

2020 ◽

Author(s):

Haitham Afifi ◽

Holger Karl

Keyword(s):

Wireless Sensor Networks ◽

Reinforcement Learning ◽

Sensor Networks ◽

Virtual Network ◽

Wireless Sensor ◽

Virtual Network Embedding ◽

Network Embedding

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Security Aware Virtual Network Embedding Algorithm Based on Reinforcement Learning

QoS-Aware Virtual Network Embedding ◽

10.1007/978-981-16-5221-9_4 ◽

2021 ◽

pp. 35-59

Author(s):

Chunxiao Jiang ◽

Peiying Zhang

Keyword(s):

Reinforcement Learning ◽

Virtual Network ◽

Virtual Network Embedding ◽

Network Embedding

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RDAM: A Reinforcement Learning Based Dynamic Attribute Matrix Representation for Virtual Network Embedding

IEEE Transactions on Emerging Topics in Computing ◽

10.1109/tetc.2018.2871549 ◽

2019 ◽

pp. 1-1 ◽

Author(s):

Haipeng Yao ◽

Bo Zhang ◽

Peiying Zhang ◽

Sheng Wu ◽

Chunxiao Jiang ◽

...

Keyword(s):

Reinforcement Learning ◽

Matrix Representation ◽

Virtual Network ◽

Virtual Network Embedding ◽

Network Embedding

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A Dynamic and Collaborative Multi-Layer Virtual Network Embedding Algorithm in SDN Based on Reinforcement Learning

IEEE Transactions on Network and Service Management ◽

10.1109/tnsm.2020.3012588 ◽

2020 ◽

Vol 17 (4) ◽

pp. 2305-2317

Author(s):

Meilian Lu ◽

Yun Gu ◽

Dongliang Xie

Keyword(s):

Reinforcement Learning ◽

Virtual Network ◽

Virtual Network Embedding ◽

Network Embedding

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