A Deep Reinforcement Learning Approach for Online Computation Offloading in Mobile Edge Computing

2020 IEEE/ACM 28th International Symposium on Quality of Service (IWQoS) ◽

10.1109/iwqos49365.2020.9212868 ◽

2020 ◽

Author(s):

Yameng Zhang ◽

Tong Liu ◽

Yanmin Zhu ◽

Yuanyuan Yang

Keyword(s):

Reinforcement Learning ◽

Edge Computing ◽

Computation Offloading ◽

Learning Approach ◽

Mobile Edge Computing ◽

Online Computation

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Dependency-Aware Computation Offloading in Mobile Edge Computing: A Reinforcement Learning Approach

IEEE Access ◽

10.1109/access.2019.2942052 ◽

2019 ◽

Vol 7 ◽

pp. 134742-134753 ◽

Cited By ~ 7

Author(s):

Shengli Pan ◽

Zhiyong Zhang ◽

Zongwang Zhang ◽

Deze Zeng

Keyword(s):

Reinforcement Learning ◽

Edge Computing ◽

Computation Offloading ◽

Learning Approach ◽

Mobile Edge Computing

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Cooperative Computation Offloading and Resource Allocation for Blockchain-Enabled Mobile-Edge Computing: A Deep Reinforcement Learning Approach

IEEE Internet of Things Journal ◽

10.1109/jiot.2019.2961707 ◽

2020 ◽

Vol 7 (7) ◽

pp. 6214-6228 ◽

Cited By ~ 13

Author(s):

Jie Feng ◽

F. Richard Yu ◽

Qingqi Pei ◽

Xiaoli Chu ◽

Jianbo Du ◽

...

Keyword(s):

Resource Allocation ◽

Reinforcement Learning ◽

Edge Computing ◽

Computation Offloading ◽

Learning Approach ◽

Mobile Edge Computing ◽

Cooperative Computation

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An Efficient Online Computation Offloading Approach for Large-scale Mobile Edge Computing via Deep Reinforcement Learning

IEEE Transactions on Services Computing ◽

10.1109/tsc.2021.3116280 ◽

2021 ◽

pp. 1-1

Author(s):

Zheyuan Hu ◽

Jianwei Niu ◽

Tao Ren ◽

Bin Dai ◽

Qingfeng Li ◽

...

Keyword(s):

Reinforcement Learning ◽

Large Scale ◽

Edge Computing ◽

Computation Offloading ◽

Mobile Edge Computing ◽

Online Computation

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A Deep Reinforcement Learning Approach Towards Computation Offloading for Mobile Edge Computing

Human Centered Computing - Lecture Notes in Computer Science ◽

10.1007/978-3-030-37429-7_42 ◽

2019 ◽

pp. 419-430

Author(s):

Qing Wang ◽

Wenan Tan ◽

Xiaofan Qin

Keyword(s):

Reinforcement Learning ◽

Edge Computing ◽

Computation Offloading ◽

Learning Approach ◽

Mobile Edge Computing

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Lyapunov-guided Deep Reinforcement Learning for Stable Online Computation Offloading in Mobile-Edge Computing Networks

IEEE Transactions on Wireless Communications ◽

10.1109/twc.2021.3085319 ◽

2021 ◽

pp. 1-1

Author(s):

Suzhi Bi ◽

Liang Huang ◽

Hui Wang ◽

Ying-Jun Angela Zhang

Keyword(s):

Reinforcement Learning ◽

Edge Computing ◽

Computation Offloading ◽

Mobile Edge Computing ◽

Online Computation

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Online Computation Offloading in NOMA-Based Multi-Access Edge Computing: A Deep Reinforcement Learning Approach

IEEE Access ◽

10.1109/access.2020.2997925 ◽

2020 ◽

Vol 8 ◽

pp. 99098-99109 ◽

Cited By ~ 4

Author(s):

Maurice Nduwayezu ◽

Quoc-Viet Pham ◽

Won-Joo Hwang

Keyword(s):

Reinforcement Learning ◽

Edge Computing ◽

Computation Offloading ◽

Learning Approach ◽

Online Computation ◽

Multi Access

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Deep Reinforcement Learning for Online Computation Offloading in Wireless Powered Mobile-Edge Computing Networks

IEEE Transactions on Mobile Computing ◽

10.1109/tmc.2019.2928811 ◽

2020 ◽

Vol 19 (11) ◽

pp. 2581-2593 ◽

Cited By ~ 51

Author(s):

Liang Huang ◽

Suzhi Bi ◽

Ying-Jun Angela Zhang

Keyword(s):

Reinforcement Learning ◽

Edge Computing ◽

Computation Offloading ◽

Mobile Edge Computing ◽

Online Computation

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Online Computation Offloading and Resource Scheduling in Mobile Edge Computing

IEEE Internet of Things Journal ◽

10.1109/jiot.2021.3051427 ◽

2021 ◽

pp. 1-1

Author(s):

Tong Liu ◽

Yameng Zhang ◽

Yanmin Zhu ◽

Weiqin Tong ◽

...

Keyword(s):

Resource Scheduling ◽

Edge Computing ◽

Computation Offloading ◽

Mobile Edge Computing ◽

Online Computation

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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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