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
  • [31] NETWORK ARCHITECTURE FOR SATELLITE AIDED ISDN NETWORK - 1 APPROACH FOR SATELLITE-TERRESTRIAL INTEGRATED NETWORK
    MASAMURA, T
    SHIKATA, Y
    DALLAS GLOBECOM 89, VOLS 1-3: COMMUNICATIONS TECHNOLOGY FOR THE 1990S AND BEYOND, 1989, : 1403 - 1408
  • [32] FedAC: Satellite-Terrestrial Collaborative Federated Learning with Alternating Contrastive Training
    Duan, Congying
    Li, Qun
    Chen, Siguang
    IEEE CONFERENCE ON GLOBAL COMMUNICATIONS, GLOBECOM, 2023, : 5733 - 5738
  • [33] Inter-Satellite Cooperative Offloading Decision and Resource Allocation in Mobile Edge Computing-Enabled Satellite-Terrestrial Networks
    Tong, Minglei
    Li, Song
    Wang, Xiaoxiang
    Wei, Peng
    SENSORS, 2023, 23 (02)
  • [34] On the use of Network Coding as a Virtual Network Function in satellite-terrestrial CDNs
    Romano, Simon Pietro
    Giangrande, Fabio
    IEEE INFOCOM 2018 - IEEE CONFERENCE ON COMPUTER COMMUNICATIONS WORKSHOPS (INFOCOM WKSHPS), 2018, : 662 - 667
  • [35] A Novel Mobile Core Network Architecture for Satellite-Terrestrial Integrated Network
    Han, Zhenzhen
    Xu, Chuan
    Liu, Kun
    Yu, Le
    Zhao, Guofeng
    Yu, Shui
    2021 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM), 2021,
  • [36] Routing and Rate Control for Coded Cooperation in a Satellite-Terrestrial Network
    Shrader, Brooke
    Shake, Thomas H.
    Funk, Joshua
    Babikyan, Armen
    Worthen, Andrew P.
    2011 - MILCOM 2011 MILITARY COMMUNICATIONS CONFERENCE, 2011, : 735 - 740
  • [37] Intelligent Network Slicing Optimization for Satellite-Terrestrial Integrated Networks
    Pan, Lianglin
    Yang, Xiumei
    Bu, Zhiyong
    IEEE Communications Letters, 2024, 28 (10) : 2342 - 2346
  • [38] Performance Analysis of Satellite-Terrestrial Network of Weibull Fading Channel
    Teng, Tao
    Yu, Xiangbin
    Li, Minglu
    Wang, Guangying
    WIRELESS PERSONAL COMMUNICATIONS, 2021, 119 (01) : 1 - 19
  • [39] Research on Roaming Architecture in Future Integrated Satellite-Terrestrial Network
    Wang, Heng
    Qi, Wen
    Xia, Xu
    Mei, Chengli
    Xing, Yanxia
    Liu, Yang
    2023 INTERNATIONAL WIRELESS COMMUNICATIONS AND MOBILE COMPUTING, IWCMC, 2023, : 1292 - 1296
  • [40] A resource reservation and distribution system over satellite-terrestrial network
    Zheng, QH
    Chu, CS
    PROCEEDINGS OF THE 8TH INTERNATIONAL CONFERENCE ON COMPUTER SUPPORTED COOPERATIVE WORK IN DESIGN, VOL 2, 2004, : 673 - 678