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

被引：0
|
作者：
机构：
[1] Wang, Jiadai
[2] Zhao, Lei
[3] Liu, Jiajia
[4] Kato, Nei
来源：
Liu, Jiajia (liujiajia@nwpu.edu.cn) | 1600年 / IEEE Computer Society卷 / 09期
关键词：
39;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
相关论文
共 50 条
  • [1] Smart Resource Allocation for Mobile Edge Computing: A Deep Reinforcement Learning Approach
    Wang, Jiadai
    Zhao, Lei
    Liu, Jiajia
    Kato, Nei
    IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING, 2021, 9 (03) : 1529 - 1541
  • [2] Federated Learning for Online Resource Allocation in Mobile Edge Computing: A Deep Reinforcement Learning Approach
    Zheng, Jingjing
    Li, Kai
    Mhaisen, Naram
    Ni, Wei
    Tovar, Eduardo
    Guizani, Mohsen
    2023 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE, WCNC, 2023,
  • [3] Adaptive Resource Allocation for Mobile Edge Computing in Internet of Vehicles: A Deep Reinforcement Learning Approach
    Zhao, Junhui
    Quan, Haoyu
    Xia, Minghua
    Wang, Dongming
    IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2024, 73 (04) : 5834 - 5848
  • [4] User Allocation in Mobile Edge Computing: A Deep Reinforcement Learning Approach
    Panda, Subrat Prasad
    Banerjee, Ansuman
    Bhattacharya, Arani
    2021 IEEE INTERNATIONAL CONFERENCE ON WEB SERVICES, ICWS 2021, 2021, : 447 - 458
  • [5] Task and Resource Allocation in Mobile Edge Computing: An Improved Reinforcement Learning Approach
    Wang, Sihua
    Chen, Mingzhe
    Liu, Xuanlin
    Yin, Changchuan
    2019 IEEE GLOBECOM WORKSHOPS (GC WKSHPS), 2019,
  • [6] Offloading and Resource Allocation With General Task Graph in Mobile Edge Computing: A Deep Reinforcement Learning Approach
    Yan, Jia
    Bi, Suzhi
    Zhang, Ying-Jun Angela
    IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2020, 19 (08) : 5404 - 5419
  • [7] Joint Offloading and Resource Allocation Using Deep Reinforcement Learning in Mobile Edge Computing
    Zhang, Xinjie
    Zhang, Xinglin
    Yang, Wentao
    IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING, 2022, 9 (05): : 3454 - 3466
  • [8] A Computing Offloading Resource Allocation Scheme Using Deep Reinforcement Learning in Mobile Edge Computing Systems
    Xuezhu Li
    Journal of Grid Computing, 2021, 19
  • [9] A Computing Offloading Resource Allocation Scheme Using Deep Reinforcement Learning in Mobile Edge Computing Systems
    Li, Xuezhu
    JOURNAL OF GRID COMPUTING, 2021, 19 (03)
  • [10] Resource Allocation for Mobile Edge Computing System Considering User Mobility with Deep Reinforcement Learning
    Tokuda, Kairi
    Sato, Takehiro
    Oki, Eiji
    IEICE TRANSACTIONS ON COMMUNICATIONS, 2024, E107B (01) : 173 - 184
12345