Collaborative Satellite-Terrestrial Edge Computing Network for Everyone-Centric Customized Services

被引:7
|
作者
Jia, Min [1 ]
Zhang, Liang [1 ]
Wu, Jian [1 ]
Meng, Shiyao [1 ]
Guo, Qing [1 ]
机构
[1] Harbin Inst Technol, Sch Elect & Informat Engn, Harbin 150001, Peoples R China
来源
IEEE NETWORK | 2023年 / 37卷 / 05期
基金
中国国家自然科学基金;
关键词
Satellite communications; Collaboration; Edge computing; Low earth orbit satellites; Task analysis; Cloud computing; Energy consumption; Space-air-ground integrated networks; Terrestrial communications; CHALLENGES;
D O I
10.1109/MNET.131.2200375
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
The collaborative Satellite-Terrestrial network plays an important role in the future 6G mobile communication network, which can realize the global ubiquitous connection and support everyone-centric customized services. Taking into account the multi-layer heterogeneity of the Satellite-Terrestrial network, Mobile Edge Computing (MEC) technology can provide users with support for various data business computing services. Most of the existing satellite edge computing regards satellites as relay networks and neglects the deployment of MEC servers on satellites. We first propose a collaborative Satellite-Terrestrial edge computing network that deploys edge servers on LEO satellites. Then, we introduce the collaborative Satellite-Terrestrial network architecture and design a central-edge multi-agent collaboration model. Furthermore, it integrates SDN and NFV to achieve optimal control for the collaborative network. Finally, extensive simulations show that the proposed strategy that jointly tasks offloading and resource allocation can achieve higher performance with low complexity.
引用
收藏
页码:197 / 205
页数:9
相关论文
共 50 条
  • [1] 6G Network AI Architecture for Everyone-Centric Customized Services
    Yang, Yang
    Ma, Mulei
    Wu, Hequan
    Yu, Quan
    You, Xiaohu
    Wu, Jianjun
    Peng, Chenghui
    Yum, Tak-Shing Peter
    Aghvami, A. Hamid
    Li, Geoffrey Y.
    Wang, Jiangzhou
    Liu, Guangyi
    Gao, Peng
    Tang, Xiongyan
    Cao, Chang
    Thompson, John
    Wong, Kat-Kit
    Chen, Shanzhi
    Wang, Zhiqin
    Debbah, Merouane
    Dustdar, Schahram
    Eliassen, Frank
    Chen, Tao
    Duan, Xiangyang
    Sun, Shaohui
    Tao, Xiaofeng
    Zhang, Qinyu
    Huang, Jianwei
    Zhang, Wenjun
    Li, Jie
    Gao, Yue
    Zhang, Honggang
    Chen, Xu
    Ge, Xiaohu
    Xiao, Yong
    Wang, Cheng-Xiang
    Zhang, Zaichen
    Ci, Song
    Mao, Guoqiang
    Li, Changle
    Shao, Ziyu
    Zhou, Yong
    Liang, Junrui
    Li, Kai
    Wu, Liantao
    Sun, Fanglei
    Wang, Kunlun
    Liu, Zening
    Yang, Kun
    Wang, Jun
    IEEE NETWORK, 2023, 37 (05): : 71 - 80
  • [2] DQN Aided Edge Computing in Satellite-Terrestrial Network
    Xu, Fangmin
    Yang, Fan
    Qiu, Chao
    Zhao, Chenglin
    Li, Bin
    WIRELESS AND SATELLITE SYSTEMS, PT I, 2019, 280 : 117 - 127
  • [3] Toward Resilient Network Slicing for Satellite-Terrestrial Edge Computing IoT
    Esmat, Haitham H.
    Lorenzo, Beatriz
    Shi, Weisong
    IEEE INTERNET OF THINGS JOURNAL, 2023, 10 (16) : 14621 - 14645
  • [4] DDPG-Based Task Offloading in Satellite-Terrestrial Collaborative Edge Computing Networks
    Dong, Qing
    Xu, Xiaodong
    Han, Shujun
    Liu, Rui
    Zhang, XueFei
    2023 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS WORKSHOPS, ICC WORKSHOPS, 2023, : 1541 - 1546
  • [5] Joint Offloading Decision and Resource Allocation in Mobile Edge Computing-Enabled Satellite-Terrestrial Network
    Tong, Minglei
    Wang, Xiaoxiang
    Li, Song
    Peng, Liang
    SYMMETRY-BASEL, 2022, 14 (03):
  • [6] LEONS: Multi-Domain Network Slicing Configuration and Orchestration for Satellite-Terrestrial Edge Computing Networks
    Esmat, Haitham H.
    Lorenzo, Beatriz
    Liu, Jianqing
    ICC 2023-IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS, 2023, : 6294 - 6300
  • [7] Satellite Mobile Edge Computing: Improving QoS of High-Speed Satellite-Terrestrial Networks Using Edge Computing Techniques
    Zhang, Zhenjiang
    Zhang, Wenyu
    Tseng, Fan-Hsun
    IEEE NETWORK, 2019, 33 (01): : 70 - 76
  • [8] Satellite-Terrestrial Integrated Edge Computing Networks: Architecture, Challenges, and Open Issues
    Xie, Renchao
    Tang, Qinqin
    Wang, Qiuning
    Liu, Xu
    Yu, F. Richard
    Huang, Tao
    IEEE NETWORK, 2020, 34 (03): : 224 - 231
  • [9] Joint Optimization of Server and Service Selection in Satellite-Terrestrial Integrated Edge Computing Networks
    Gao, Yufang
    Yan, Zhibo
    Zhao, Kanglian
    de Cola, Tomaso
    Li, Wenfeng
    IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2024, 73 (02) : 2740 - 2754
  • [10] Network Performance Analysis of Satellite-Terrestrial Vehicular Network
    Wu, Huaqing
    He, Mingcheng
    Shen, Xuemin
    Zhuang, Weihua
    Dao, Ngoc-Dung
    Shi, Weisen
    IEEE INTERNET OF THINGS JOURNAL, 2024, 11 (09): : 16829 - 16844