Cooperative Computation Offloading for Multi-Access Edge Computing in 6G Mobile Networks via Soft Actor Critic

被引：0
|
作者：
Sun, Chuan [1 ,2 ]
Wu, Xiongwei [3 ]
Li, Xiuhua [1 ,2 ]
Fan, Qilin [1 ,2 ]
Wen, Junhao [1 ,2 ]
Leung, Victor C. M. [4 ,5 ]
机构：
[1] Key Laboratory of Dependable Service Computing in Cyber Physical Society (Chongqing University), Ministry of Education, Chongqing, China
[2] Chongqing University, School of Big Data and Software Engineering, Chongqing,401331, China
[3] Chinese University of Hong Kong, Department of Electronic Engineering, Shatin, Hong Kong
[4] Shenzhen University, College of Computer Science and Software Engineering, Shenzhen,518060, China
[5] The University of British Columbia, Department of Electrical and Computer Engineering, Vancouver,BC,V6T1Z4, Canada
来源：
IEEE Transactions on Network Science and Engineering | 2024年 / 11卷 / 06期
关键词：
Compendex;
D O I：
10.1109/TNSE.2021.3076795
中图分类号：
学科分类号：
摘要：
Computer architecture - Internet of things - Job analysis - Markov processes - Mobile cloud computing - Mobile edge computing - Mobile telecommunication systems - Wireless networks
引用
收藏
页码：5601 / 5614
相关论文
共 50 条
  • [1] Computation Offloading Based on Game Theory in Multi-access Edge Computing for 6G Network
    Gao, Lixue
    Chen, Xin
    Yin, Bo
    Wu, Bilian
    [J]. 2022 14TH INTERNATIONAL CONFERENCE ON COMMUNICATION SOFTWARE AND NETWORKS (ICCSN 2022), 2022, : 63 - 68
  • [2] Offloading Decision for Mobile Multi-Access Edge Computing in a Multi-Tiered 6G Network
    Rodrigues, Tiago Koketsu
    Liu, Jiajia
    Kato, Nei
    [J]. IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING, 2022, 10 (03) : 1414 - 1427
  • [3] Cooperative service caching and computation offloading in multi-access edge computing
    Zhong, Shijie
    Guo, Songtao
    Yu, Hongyan
    Wang, Quyuan
    [J]. COMPUTER NETWORKS, 2021, 189
  • [4] Computation Offloading for Multi-Access Mobile Edge Computing in Ultra-Dense Networks
    Guo, Hongzhi
    Liu, Jiajia
    Zhang, Jie
    [J]. IEEE COMMUNICATIONS MAGAZINE, 2018, 56 (08) : 14 - 19
  • [5] Intelligent Offloading for Multi-Access Edge Computing: A New Actor-Critic Approach
    Liu, Kai-Hsiang
    Liao, Wanjiun
    [J]. ICC 2020 - 2020 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), 2020,
  • [6] Distributed cooperative computation offloading in multi-access edge computing fiber-wireless networks
    Ebrahimzadeh, Amin
    Maier, Martin
    [J]. OPTICS COMMUNICATIONS, 2019, 452 : 130 - 139
  • [7] Collaborative Computation Offloading for Multi-access Edge Computing
    Yu, Shuai
    Langar, Rami
    [J]. 2019 IFIP/IEEE SYMPOSIUM ON INTEGRATED NETWORK AND SERVICE MANAGEMENT (IM), 2019, : 689 - 694
  • [8] The Advantage of Computation Offloading in Multi-Access Edge Computing
    Singh, Raghubir
    Armour, Simon
    Khan, Aftab
    Sooriyabandara, Mahesh
    Oikonomou, George
    [J]. 2019 FOURTH INTERNATIONAL CONFERENCE ON FOG AND MOBILE EDGE COMPUTING (FMEC), 2019, : 289 - 294
  • [9] Secured Computation Offloading in Multi-Access Mobile Edge Computing Networks through Deep Reinforcement Learning
    Abdullah, Rijal
    Yaacob, Noorulsadiqin Azbiya
    Salameh, Anas A.
    Zaki, Nur Amalina Mohamad
    Bahardin, Nur Fadhilah
    [J]. International Journal of Interactive Mobile Technologies, 2024, 18 (11) : 80 - 91
  • [10] Soft Actor-Critic-Based DAG Tasks Offloading in Multi-access Edge Computing with Inter-user Cooperation
    Liu, Pengbo
    Ge, Shuxin
    Zhou, Xiaobo
    Zhang, Chaokun
    Li, Keqiu
    [J]. ALGORITHMS AND ARCHITECTURES FOR PARALLEL PROCESSING, ICA3PP 2021, PT III, 2022, 13157 : 313 - 327
12345