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

Jie Feng; F. Richard Yu; Qingqi Pei; Xiaoli Chu; Jianbo Du; Li Zhu

doi:10.1109/jiot.2019.2961707

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

Get full-text (via PubEx)

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

Get full-text (via PubEx)

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

Get full-text (via PubEx)

Smart Resource Allocation for Mobile Edge Computing: A Deep Reinforcement Learning Approach

IEEE Transactions on Emerging Topics in Computing ◽

10.1109/tetc.2019.2902661 ◽

2019 ◽

pp. 1-1 ◽

Cited By ~ 55

Author(s):

Jiadai Wang ◽

Lei Zhao ◽

Jiajia Liu ◽

Nei Kato

Keyword(s):

Resource Allocation ◽

Reinforcement Learning ◽

Edge Computing ◽

Learning Approach ◽

Mobile Edge Computing

Get full-text (via PubEx)

Task and Resource Allocation in Mobile Edge Computing: An Improved Reinforcement Learning Approach

2019 IEEE Globecom Workshops (GC Wkshps) ◽

10.1109/gcwkshps45667.2019.9024603 ◽

2019 ◽

Author(s):

Sihua Wang ◽

Mingzhe Chen ◽

Xuanlin Liu ◽

Changchuan Yin

Keyword(s):

Resource Allocation ◽

Reinforcement Learning ◽

Edge Computing ◽

Learning Approach ◽

Mobile Edge Computing

Get full-text (via PubEx)

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

Get full-text (via PubEx)

Cooperative computation offloading and resource allocation for delay minimization in mobile edge computing

Journal of Systems Architecture ◽

10.1016/j.sysarc.2021.102167 ◽

2021 ◽

pp. 102167

Author(s):

Zhufang Kuang ◽

Zhihao Ma ◽

Zhe Li ◽

Xiaoheng Deng

Keyword(s):

Resource Allocation ◽

Edge Computing ◽

Computation Offloading ◽

Mobile Edge Computing ◽

Delay Minimization ◽

Cooperative Computation

Get full-text (via PubEx)

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

Get full-text (via PubEx)

Cooperative Computation Offloading and Resource Allocation for Mobile Edge Computing

2019 IEEE International Conference on Communications Workshops (ICC Workshops) ◽

10.1109/iccw.2019.8756684 ◽

2019 ◽

Cited By ~ 3

Author(s):

Qiuping Li ◽

Junhui Zhao ◽

Yi Gong

Keyword(s):

Resource Allocation ◽

Edge Computing ◽

Computation Offloading ◽

Mobile Edge Computing ◽

Cooperative Computation

Get full-text (via PubEx)

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

Get full-text (via PubEx)

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 ◽

Multi Uav

Get full-text (via PubEx)