Fog Computing Resource Management for Video Processing Using Evolutionary Bayesian Optimization and Nondeterministic Deep Reinforcement Learning

Buddy Aswin

doi:10.5711/1082598326441

Fog Computing Resource Management for Video Processing Using Evolutionary Bayesian Optimization and Nondeterministic Deep Reinforcement Learning

Military Operations Research ◽

10.5711/1082598326441 ◽

2021 ◽

Vol 26 (4) ◽

pp. 41-66

Author(s):

Buddy Aswin

Keyword(s):

Reinforcement Learning ◽

Resource Management ◽

Video Processing ◽

Fog Computing ◽

Bayesian Optimization ◽

Computing Resource

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Contract-Based Computing Resource Management via Deep Reinforcement Learning in Vehicular Fog Computing

IEEE Access ◽

10.1109/access.2019.2963051 ◽

2020 ◽

Vol 8 ◽

pp. 3319-3329 ◽

Cited By ~ 3

Author(s):

Junhui Zhao ◽

Ming Kong ◽

Qiuping Li ◽

Xiaoke Sun

Keyword(s):

Reinforcement Learning ◽

Resource Management ◽

Fog Computing ◽

Computing Resource

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Cloud/Fog Computing Resource Management and Pricing for Blockchain Networks

IEEE Internet of Things Journal ◽

10.1109/jiot.2018.2871706 ◽

2019 ◽

Vol 6 (3) ◽

pp. 4585-4600 ◽

Cited By ~ 50

Author(s):

Zehui Xiong ◽

Shaohan Feng ◽

Wenbo Wang ◽

Dusit Niyato ◽

Ping Wang ◽

...

Keyword(s):

Resource Management ◽

Fog Computing ◽

Computing Resource

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Secure and efficient computing resource management in blockchain-based vehicular fog computing

China Communications ◽

10.23919/jcc.2021.04.009 ◽

2021 ◽

Vol 18 (4) ◽

pp. 115-125

Author(s):

Ming Kong ◽

Junhui Zhao ◽

Xiaoke Sun ◽

Yiwen Nie

Keyword(s):

Resource Management ◽

Fog Computing ◽

Computing Resource

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Poster abstract: Decentralized fog computing resource management for offloading of periodic tasks

IEEE INFOCOM 2018 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS) ◽

10.1109/infcomw.2018.8406995 ◽

2018 ◽

Author(s):

Sladana Josilo ◽

Gyorgy Dan

Keyword(s):

Resource Management ◽

Fog Computing ◽

Periodic Tasks ◽

Poster Abstract ◽

Computing Resource

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Priority-Aware Task Offloading in Vehicular Fog Computing Based on Deep Reinforcement Learning

IEEE Transactions on Vehicular Technology ◽

10.1109/tvt.2020.3041929 ◽

2020 ◽

pp. 1-1 ◽

Cited By ~ 1

Author(s):

Jinming Shi ◽

Jun Du ◽

Jingjing Wang ◽

Jian Wang ◽

Jian Yuan

Keyword(s):

Reinforcement Learning ◽

Fog Computing ◽

Task Offloading

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Bayesian Optimization for Radio Resource Management: Open Loop Power Control

IEEE Journal on Selected Areas in Communications ◽

10.1109/jsac.2021.3078490 ◽

2021 ◽

pp. 1-1

Author(s):

Lorenzo Maggi ◽

Alvaro Valcarce ◽

Jakob Hoydis

Keyword(s):

Resource Management ◽

Power Control ◽

Radio Resource Management ◽

Open Loop ◽

Bayesian Optimization ◽

Radio Resource

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Deep Reinforcement Learning-Based V2V Partial Computation Offloading in Vehicular Fog Computing

2021 IEEE Wireless Communications and Networking Conference (WCNC) ◽

10.1109/wcnc49053.2021.9417450 ◽

2021 ◽

Author(s):

Jinming Shi ◽

Jun Du ◽

Jian Wang ◽

Jian Yuan

Keyword(s):

Reinforcement Learning ◽

Fog Computing ◽

Computation Offloading

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Scalable Inverse Reinforcement Learning Through Multifidelity Bayesian Optimization

IEEE Transactions on Neural Networks and Learning Systems ◽

10.1109/tnnls.2021.3051012 ◽

2021 ◽

pp. 1-8

Author(s):

Mahdi Imani ◽

Seyede Fatemeh Ghoreishi

Keyword(s):

Reinforcement Learning ◽

Bayesian Optimization ◽

Inverse Reinforcement Learning

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Adaptive Resource Management Utilizing Reinforcement Learning Technique in Inter-Cloud Environments

IOP Conference Series Materials Science and Engineering ◽

10.1088/1757-899x/1055/1/012124 ◽

2021 ◽

Vol 1055 (1) ◽

pp. 012124

Author(s):

Vadla Pradeep Kumar ◽

Kolla Bhanu Prakash

Keyword(s):

Reinforcement Learning ◽

Resource Management ◽

Adaptive Resource Management ◽

Learning Technique ◽

Cloud Environments ◽

Adaptive Resource

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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 ◽

Edge Network

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