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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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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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 ◽

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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Deep Reinforcement Learning for Computation Offloading and Resource Allocation in Blockchain-Based Multi-UAV-Enabled Mobile Edge Computing

2020 17th International Computer Conference on Wavelet Active Media Technology and Information Processing (ICCWAMTIP) ◽

10.1109/iccwamtip51612.2020.9317445 ◽

2020 ◽

Author(s):

Abegaz Mohammed ◽

Hayla Nahom ◽

Ayall Tewodros ◽

Yasin Habtamu ◽

Gebrye Hayelom

Keyword(s):

Resource Allocation ◽

Reinforcement Learning ◽

Edge Computing ◽

Computation Offloading ◽

Mobile Edge Computing ◽

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Computation Offloading and Resource Allocation in Mobile Edge Computing via Reinforcement Learning

2019 11th International Conference on Wireless Communications and Signal Processing (WCSP) ◽

10.1109/wcsp.2019.8927985 ◽

2019 ◽

Author(s):

Danfeng Wang ◽

Jian Zhao

Keyword(s):

Resource Allocation ◽

Reinforcement Learning ◽

Edge Computing ◽

Computation Offloading ◽

Mobile Edge Computing

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Deep reinforcement learning for computation offloading in mobile edge computing environment

Computer Communications ◽

10.1016/j.comcom.2021.04.028 ◽

2021 ◽

Author(s):

Miaojiang Chen ◽

Tian Wang ◽

Shaobo Zhang ◽

Anfeng Liu

Keyword(s):

Reinforcement Learning ◽

Edge Computing ◽

Computation Offloading ◽

Mobile Edge Computing ◽

Computing Environment

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Multi-user Computation Offloading for Mobile Edge Computing: A Deep Reinforcement Learning and Game Theory Approach

2020 IEEE 20th International Conference on Communication Technology (ICCT) ◽

10.1109/icct50939.2020.9295872 ◽

2020 ◽

Author(s):

Shanni Liang ◽

Haibin Wan ◽

Tuanfa Qin ◽

Jun Li ◽

Wen Chen

Keyword(s):

Game Theory ◽

Reinforcement Learning ◽

Edge Computing ◽

Computation Offloading ◽

Theory Approach ◽

Mobile Edge Computing

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Delay-aware and Energy-Efficient Computation Offloading in Mobile Edge Computing Using Deep Reinforcement Learning

IEEE Transactions on Cognitive Communications and Networking ◽

10.1109/tccn.2021.3066619 ◽

2021 ◽

pp. 1-1

Author(s):

Laha Ale ◽

Ning Zhang ◽

Xiaojie Fang ◽

Xianfu Chen ◽

Shaohua Wu ◽

...

Keyword(s):

Reinforcement Learning ◽

Energy Efficient ◽

Edge Computing ◽

Computation Offloading ◽

Mobile Edge Computing ◽

Efficient Computation

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Energy-Saving Computation Offloading by Joint Data Compression and Resource Allocation for Mobile-Edge Computing

IEEE Communications Letters ◽

10.1109/lcomm.2019.2897630 ◽

2019 ◽

Vol 23 (4) ◽

pp. 704-707 ◽

Author(s):

Ding Xu ◽

Qun Li ◽

Hongbo Zhu

Keyword(s):

Resource Allocation ◽

Data Compression ◽

Energy Saving ◽

Edge Computing ◽

Computation Offloading ◽

Mobile Edge Computing

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Computation Offloading and Resource Allocation in D2D-Enabled Mobile Edge Computing

2018 IEEE International Conference on Communications (ICC) ◽

10.1109/icc.2018.8422776 ◽

2018 ◽

Author(s):

Jie Feng ◽

Liqiang Zhao ◽

Jianbo Du ◽

Xiaoli Chu ◽

F. Richard Yu

Keyword(s):

Resource Allocation ◽

Edge Computing ◽

Computation Offloading ◽

Mobile Edge Computing

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Computation offloading and resource allocation for mobile edge computing with multiple access points

IET Communications ◽

10.1049/iet-com.2019.0446 ◽

2019 ◽

Vol 13 (17) ◽

pp. 2668-2677 ◽

Author(s):

Qiuping Li ◽

Junhui Zhao ◽

Yi Gong

Keyword(s):

Resource Allocation ◽

Multiple Access ◽

Edge Computing ◽

Computation Offloading ◽

Mobile Edge Computing ◽

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