A Joint Caching and Offloading Strategy Using Reinforcement Learning for Multi-access Edge Computing Users

被引：0
|
作者：
Yuan, Yuan [1 ]
Su, Wei [1 ]
Hong, Gaofeng [1 ]
Li, Haoru [1 ]
Wang, Chang [1 ]
机构：
[1] Beijing Jiaotong Univ, Sch Elect & Informat Engn, Beijing, Peoples R China
来源：
MOBILE NETWORKS & APPLICATIONS | 2024年
关键词：
D O I：
10.1007/s11036-024-02295-y
中图分类号：
TP3 [计算技术、计算机技术];
学科分类号：
0812 ;
摘要：
引用
收藏
页数：1
相关论文
共 50 条
  • [21] Using Deep Reinforcement Learning for Application Relocation in Multi-Access Edge Computing
    De Vita F.
    Nardini G.
    Virdis A.
    Bruneo D.
    Puliafito A.
    Stea G.
    IEEE Communications Standards Magazine, 2019, 3 (03): : 71 - 78
  • [22] Task Computation Offloading for Multi-Access Edge Computing via Attention Communication Deep Reinforcement Learning
    Li, Kexin
    Wang, Xingwei
    He, Qiang
    Yang, Mingzhou
    Huang, Min
    Dustdar, Schahram
    IEEE TRANSACTIONS ON SERVICES COMPUTING, 2023, 16 (04) : 2985 - 2999
  • [23] Large-Scale Computation Offloading Using a Multi-Agent Reinforcement Learning in Heterogeneous Multi-Access Edge Computing
    Gao, Zhen
    Yang, Lei
    Dai, Yu
    IEEE TRANSACTIONS ON MOBILE COMPUTING, 2023, 22 (06) : 3425 - 3443
  • [24] Qc - DQN: A Novel Constrained Reinforcement Learning Method for Computation Offloading in Multi-access Edge Computing
    Zhuang, Shen
    Gao, Chengxi
    He, Ying
    Yu, F. Richard
    Wang, Yuhang
    Pan, Weike
    Ming, Zhong
    2022 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2022,
  • [25] Graph convolutional network-based reinforcement learning for tasks offloading in multi-access edge computing
    Leng, Lixiong
    Li, Jingchen
    Shi, Haobin
    Zhu, Yi'an
    MULTIMEDIA TOOLS AND APPLICATIONS, 2021, 80 (19) : 29163 - 29175
  • [26] Secured Computation Offloading in Multi-Access Mobile Edge Computing Networks through Deep Reinforcement Learning
    Abdullah R.
    Yaacob N.A.
    Salameh A.A.
    Zaki N.A.M.
    Bahardin N.F.
    International Journal of Interactive Mobile Technologies, 2024, 18 (11) : 80 - 91
  • [27] Graph convolutional network-based reinforcement learning for tasks offloading in multi-access edge computing
    Lixiong Leng
    Jingchen Li
    Haobin Shi
    Yi’an Zhu
    Multimedia Tools and Applications, 2021, 80 : 29163 - 29175
  • [28] Joint Service Caching and Task Offloading in Multi-Access Edge Computing: A QoE-Based Utility Optimization Approach
    Pham, Xuan-Qui
    Nguyen, Tien-Dung
    Nguyen, Vandung
    Huh, Eui-Nam
    IEEE COMMUNICATIONS LETTERS, 2021, 25 (03) : 965 - 969
  • [29] A computation offloading strategy for multi-access edge computing based on DQUIC protocol
    Yang, Peng
    Ma, Ruochen
    Yi, Meng
    Zhang, Yifan
    Li, Bing
    Bai, Zijian
    JOURNAL OF SUPERCOMPUTING, 2024, 80 (12): : 18285 - 18318
  • [30] Collaborative Computation Offloading for Multi-access Edge Computing
    Yu, Shuai
    Langar, Rami
    2019 IFIP/IEEE SYMPOSIUM ON INTEGRATED NETWORK AND SERVICE MANAGEMENT (IM), 2019, : 689 - 694
12345