The study of the dynamic model on KAD network information spreading

被引:0
|
作者
Wang, Ru [1 ]
Cai, Wandong [1 ]
Shen, Bo [1 ]
机构
[1] Northwestern Polytech Univ, Coll Comp, Xian, Peoples R China
关键词
Kad network; Specific information dissemination; Dynamic model; Basic reproduction number; SIS EPIDEMIC MODEL; BIFURCATION-ANALYSIS; SYSTEMS;
D O I
10.1007/s11235-015-0127-1
中图分类号
TN [电子技术、通信技术];
学科分类号
0809 ;
摘要
In recent years, the pure distributed file sharing peer-to-peer network-Kad network has been paid close attention by scholars. However, the study of the controlling problem of information spreading on the Kad network is rare. We found that the traditional infectious model MSEIR is similar with the specific information propagation of the Kad network by studying. But the MSEIR model could not completely and accurately simulate the information dissemination process of the Kad network. Therefore, the model of Kad epidemic dynamic model (KEDM) which has improved the transmission status of the existing MSEIR is proposed. Considering the characteristics of the KEDM model in different time segment, we redefine the relationship between the status transitions. We derived the basic reproduction number of KEDM using the degree function reference model. Data simulation results show that the KEDM can more accurately describe the specific information propagation of the Kad network than traditional MSEIR model. The basic reproduction number can accurately reflect the equilibrium threshold and stability of the specific information propagation in Kad network.
引用
收藏
页码:371 / 379
页数:9
相关论文
共 50 条
  • [1] The study of the dynamic model on KAD network information spreading
    Ru Wang
    Wandong Cai
    Bo Shen
    Telecommunication Systems, 2016, 63 : 371 - 379
  • [2] Research on Information Spreading Model of Social Network
    Guo, Ruixu
    PROCEEDINGS OF THE 2012 SECOND INTERNATIONAL CONFERENCE ON INSTRUMENTATION & MEASUREMENT, COMPUTER, COMMUNICATION AND CONTROL (IMCCC 2012), 2012, : 918 - 921
  • [3] Dynamic Mathematical Model of Information Spreading on News Platform
    Song, Guohui
    Wang, Yongbin
    Li, Yugang
    WIRELESS COMMUNICATIONS & MOBILE COMPUTING, 2021, 2021 (2021):
  • [4] Infection Percolation: A Dynamic Network Model of Disease Spreading
    Browne, Christopher A.
    Amchin, Daniel B.
    Schneider, Joanna
    Datta, Sujit S.
    FRONTIERS IN PHYSICS, 2021, 9
  • [5] A KAD Network Evolution Model Based on Node Behavior
    Wang Jian
    Feng Weisen
    CHINA COMMUNICATIONS, 2014, 11 (10) : 67 - 73
  • [6] A social network based two-stage dynamic model of the paroxysmal public crisis information spreading
    Zhang Le
    Chen Xiaojian
    Zhong Qi
    ICPOM2008: PROCEEDINGS OF 2008 INTERNATIONAL CONFERENCE OF PRODUCTION AND OPERATION MANAGEMENT, VOLUMES 1-3, 2008, : 668 - 671
  • [7] Poisoning the Kad Network
    Locher, Thomas
    Mysicka, David
    Schmid, Stefan
    Wattenhofer, Roger
    DISTRIBUTED COMPUTING AND NETWORKING, PROCEEDINGS, 2010, 5935 : 195 - +
  • [8] A Coupled Dynamic Model of Brand Acceptance and Promotive Information Spreading
    Qian Pan
    Haoxiang Xia
    Shuangling Luo
    Journal of Systems Science and Systems Engineering, 2018, 27 : 677 - 689
  • [9] A Coupled Dynamic Model of Brand Acceptance and Promotive Information Spreading
    Pan, Qian
    Xia, Haoxiang
    Luo, Shuangling
    JOURNAL OF SYSTEMS SCIENCE AND SYSTEMS ENGINEERING, 2018, 27 (05) : 677 - 689
  • [10] Network Coding Based Information Spreading in Dynamic Networks With Correlated Data
    Cohen, Asaf
    Haeupler, Bernhard
    Avin, Chen
    Medard, Muriel
    IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2015, 33 (02) : 213 - 224