Cloud-Edge Collaboration Dynamics Information Dissemination Model for Social Internet of Things

被引:2
|
作者
Zhang, Yuexia [1 ]
Zou, Lie [2 ]
Pan, Dawei [2 ]
机构
[1] Beijing Informat Sci & Technol Univ, Key Lab Informat & Commun Syst, Minist Informat Ind, Beijing 100101, Peoples R China
[2] Beijing Informat Sci & Technol Univ, Sch Informat & Commun Engn, Beijing 100101, Peoples R China
关键词
Index Terms-Cloud-edge computing; information dissemina-tion; information interaction; social Internet of Things; DIFFUSION;
D O I
10.1109/TNSE.2023.3236478
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Studying the mechanism of information dissemination in Social Internet of Things (SIoT) has practical significance for real-time information control and scientific management decision-making in real world. Aiming at the problem of how to realize the information interaction between people, people and things, and things and things in SIoT, we propose a cloud-edge collaborative dynamic information dissemination model (CCDIDM) for SIoT. Firstly, considering the interactive influence of information dissemination between individual users, between IoT devices, and between users and devices, the coupling relationship between nodes is established. Based on the theory of dissemination dynamics, the information propagation process between coupled nodes of SIoT is analyzed, and the efficient interactive dissemination of information is simulated. Theoretical analysis of the model is carried out, and the information dissemination threshold and the stability of the equilibrium point are deduced. Simulation results are consistent with the theoretical analysis, demonstrating that CCDIDM can describe information dissemination. Simultaneously, it was found that, stronger the perception awareness of individual users, smaller the scale of information dissemination. In addition, the influence of various parameters on the scale of information dissemination is verified. Adjusting the size of such parameters can promote or inhibit the dissemination of information.
引用
收藏
页码:1905 / 1918
页数:14
相关论文
共 50 条
  • [21] Guest Editorial: Cloud-Edge Computing for Cyber-Physical Systems and Internet of Things
    Hu, Shiyan
    Shi, Yang
    Colombo, Armando
    Karnouskos, Stamatis
    Li, Xin
    IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2021, 17 (11) : 7802 - 7805
  • [22] Computing Resource Allocation Strategy Based on Cloud-Edge Cluster Collaboration in Internet of Vehicles
    Shen, Xianhao
    Wang, Li
    Zhang, Panfeng
    Xie, Xiaolan
    Chen, Yi
    Lu, Shaofang
    IEEE ACCESS, 2024, 12 : 10790 - 10803
  • [23] Cloud-Edge Orchestration for the Internet of Things: Architecture and AI-Powered Data Processing
    Wu, Yulei
    IEEE INTERNET OF THINGS JOURNAL, 2021, 8 (16): : 12792 - 12805
  • [24] An Efficient IIoT Gateway for Cloud-Edge Collaboration in Cloud Manufacturing
    Zhang, Yi
    Tang, Dunbing
    Zhu, Haihua
    Zhou, Shihui
    Zhao, Zhen
    MACHINES, 2022, 10 (10)
  • [25] Cloud-Edge Collaboration Framework for IoT data analytics
    Moon, Jaewon
    Cho, Sangyeon
    Kum, Seungweoo
    Lee, Sangwon
    2018 INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGY CONVERGENCE (ICTC), 2018, : 1414 - 1416
  • [26] ELSA: a Keyword-based Searchable Encryption for Cloud-edge assisted Industrial Internet of Things
    Aljabri, Jawhara
    Michala, Anna Lito
    Singer, Jeremy
    2022 22ND IEEE/ACM INTERNATIONAL SYMPOSIUM ON CLUSTER, CLOUD AND INTERNET COMPUTING (CCGRID 2022), 2022, : 259 - 268
  • [27] An Adaptive Computing Offloading and Resource Allocation Strategy for Internet of Vehicles Based on Cloud-Edge Collaboration
    Shu, Wanneng
    Yu, Haoxin
    Zhai, Cao
    Feng, Xuanxuan
    IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2024,
  • [28] Cloud-Edge Computing Technology-Based Internet of Things System for Smart Classroom Environment
    Dai Z.
    Zhang Q.
    Zhao L.
    Zhu X.
    Zhou D.
    International Journal of Emerging Technologies in Learning, 2023, 18 (08) : 79 - 96
  • [29] A FPGA-BASED CLOUD-EDGE COLLABORATION PLATFORM IN CLOUD MANUFACTURING
    Xiao, Chuan
    Zhao, Chun
    Liu, Yue
    Zhang, Lin
    PROCEEDINGS OF THE ASME 2021 16TH INTERNATIONAL MANUFACTURING SCIENCE AND ENGINEERING CONFERENCE (MSEC2021), VOL 2, 2021,
  • [30] A Trust-Aware and Authentication-Based Collaborative Method for Resource Management of Cloud-Edge Computing in Social Internet of Things
    Souri, Alireza
    Zhao, Yanlei
    Gao, Mingliang
    Mohammadian, Asghar
    Shen, Jin
    Al-Masri, Eyhab
    IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2024, 11 (04) : 4899 - 4908