Deep Reinforcement Learning for Edge Computing Resource Allocation in Blockchain Network Slicing Broker Framework

2021 IEEE 93rd Vehicular Technology Conference (VTC2021-Spring) ◽

10.1109/vtc2021-spring51267.2021.9449081 ◽

2021 ◽

Author(s):

Yu Gong ◽

Siyuan Sun ◽

Yifei Wei ◽

Mei Song

Keyword(s):

Resource Allocation ◽

Reinforcement Learning ◽

Edge Computing ◽

Network Slicing ◽

Computing Resource

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Reinforcement-Learning- and Belief-Learning-Based Double Auction Mechanism for Edge Computing Resource Allocation

IEEE Internet of Things Journal ◽

10.1109/jiot.2019.2953108 ◽

2020 ◽

Vol 7 (7) ◽

pp. 5976-5985 ◽

Author(s):

Quanyi Li ◽

Haipeng Yao ◽

Tianle Mai ◽

Chunxiao Jiang ◽

Yan Zhang

Keyword(s):

Resource Allocation ◽

Reinforcement Learning ◽

Edge Computing ◽

Double Auction ◽

Auction Mechanism ◽

Computing Resource ◽

Belief Learning

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Blockchain-based Edge Computing Resource Allocation in IoT: A Deep Reinforcement Learning Approach

IEEE Internet of Things Journal ◽

10.1109/jiot.2020.3035437 ◽

2020 ◽

pp. 1-1

Author(s):

Ying He ◽

Yuhang Wang ◽

Chao Qiu ◽

Qiuzhen Lin ◽

Jianqiang Li ◽

...

Keyword(s):

Resource Allocation ◽

Reinforcement Learning ◽

Edge Computing ◽

Learning Approach ◽

Computing Resource

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Deep reinforcement learning-based resource allocation and seamless handover in multi-access edge computing based on SDN

Knowledge and Information Systems ◽

10.1007/s10115-021-01590-4 ◽

2021 ◽

Author(s):

Chunlin Li ◽

Yong Zhang ◽

Youlong Luo

Keyword(s):

Resource Allocation ◽

Reinforcement Learning ◽

Edge Computing ◽

Seamless Handover ◽

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Service Characteristics-Oriented Joint Optimization of Radio and Computing Resource Allocation in Mobile-Edge Computing

IEEE Internet of Things Journal ◽

10.1109/jiot.2021.3058363 ◽

2021 ◽

Vol 8 (11) ◽

pp. 9407-9421

Author(s):

Jie Feng ◽

Lei Liu ◽

Qingqi Pei ◽

Fen Hou ◽

Tingting Yang ◽

...

Keyword(s):

Resource Allocation ◽

Edge Computing ◽

Joint Optimization ◽

Mobile Edge Computing ◽

Computing Resource ◽

Service Characteristics

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Deep reinforcement learning for dynamic computation offloading and resource allocation in cache-assisted mobile edge computing systems

Intelligent and Converged Networks ◽

10.23919/icn.2020.0014 ◽

2020 ◽

Vol 1 (2) ◽

pp. 181-198

Author(s):

Samrat Nath ◽

Jingxian Wu

Keyword(s):

Resource Allocation ◽

Reinforcement Learning ◽

Edge Computing ◽

Computation Offloading ◽

Mobile Edge Computing ◽

Computing Systems ◽

Dynamic Computation

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Deep reinforcement learning-based computation offloading and resource allocation in security-aware mobile edge computing

Wireless Networks ◽

10.1007/s11276-021-02643-w ◽

2021 ◽

Author(s):

H. C. Ke ◽

H. Wang ◽

H. W. Zhao ◽

W. J. Sun

Keyword(s):

Resource Allocation ◽

Reinforcement Learning ◽

Edge Computing ◽

Computation Offloading ◽

Mobile Edge Computing

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Radio Resource Allocation Method for Network Slicing using Deep Reinforcement Learning

2020 International Conference on Information Networking (ICOIN) ◽

10.1109/icoin48656.2020.9016577 ◽

2020 ◽

Author(s):

Yu Abiko ◽

Takato Saito ◽

Daizo Ikeda ◽

Ken Ohta ◽

Tadanori Mizuno ◽

...

Keyword(s):

Resource Allocation ◽

Reinforcement Learning ◽

Radio Resource Allocation ◽

Radio Resource ◽

Network Slicing ◽

Allocation Method

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Joint Communication and Computing Resource Allocation over Cell-Free Massive MIMO-enabled Mobile Edge Network: A Deep Reinforcement Learning-based Approach

2021 International Conference on Artificial Intelligence in Information and Communication (ICAIIC) ◽

10.1109/icaiic51459.2021.9415215 ◽

2021 ◽

Author(s):

Fitsum Debebe Tilahun ◽

Ameha Tsegaye Abebe ◽

Chung G. Kang

Keyword(s):

Resource Allocation ◽

Reinforcement Learning ◽

Massive Mimo ◽

Computing Resource ◽

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Auction method to prevent bid-rigging strategies in mobile blockchain edge computing resource allocation

Future Generation Computer Systems ◽

10.1016/j.future.2021.09.031 ◽

2021 ◽

Author(s):

Hao Qiu ◽

Tong Li

Keyword(s):

Resource Allocation ◽

Edge Computing ◽

Computing Resource ◽

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Deep Reinforcement Learning based Resource Allocation in Low Latency Edge Computing Networks

2018 15th International Symposium on Wireless Communication Systems (ISWCS) ◽

10.1109/iswcs.2018.8491089 ◽

2018 ◽

Author(s):

Tianyu Yang ◽

Yulin Hu ◽

M. Cenk Gursoy ◽

Anke Schmeink ◽

Rudolf Mathar

Keyword(s):

Resource Allocation ◽

Reinforcement Learning ◽

Edge Computing ◽

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