A Hierarchical Virus Immunization Method for Community Networks

被引：1
|
作者：
Fu Cai [1 ]
Li Min [1 ]
Zhang Yunhe [1 ]
Zou Deqing [1 ]
Han Lansheng [1 ]
机构：
[1] Huazhong Univ Sci & Technol, Sch Comp, Wuhan 430074, Peoples R China
来源：
CHINA COMMUNICATIONS | 2014年 / 11卷 / 09期
关键词：
Community Networks; Virus Propagation; SIRSR Model; Hierarchical Virus Immunization Method (HVIM); DISEASE;
D O I：
10.1109/CC.2014.6969779
中图分类号：
TN [电子技术、通信技术];
学科分类号：
0809 ;
摘要：
Due to the enormous harm of virus propagation, research regarding virus immunizations still absolutely necessary. In comparison to current researches, a new virus immunization method the hierarchical virus immunization method (HVIM) for community networks is proposed. Based on the virus transmission dynamic model Susceptible-Infectious-Removed and Susceptible-Removed (SIRSR), HVIM considered the influence of external factors on the spread of viruses and only needs a portion of the network structure to be able to carry out immunization. Another pro for HVIM is that it is scalable and suitable for parallel computing which is a requirement in the big data era. Finally, a simulation dataset and a real dataset were used to run experiments, and the results of simulation showed that HVIM obviously is superior to others on the aspect of immunity.
引用
收藏
页码：148 / 159
页数：12
相关论文
共 50 条
  • [41] Overlapping and Hierarchical Community Discovery Based on Spectral Method
    Guo, Kun
    You, Nanzhou
    Guo, Wenzhong
    Chen, Yuzhong
    PROCEEDINGS OF THE 2015 2ND INTERNATIONAL WORKSHOP ON MATERIALS ENGINEERING AND COMPUTER SCIENCES (IWMECS 2015), 2015, 33 : 568 - 574
  • [42] Hepatitis A virus knowledge and immunization attitudes and practices in the United Arab Emirates community
    Samara, Kamel A.
    Barqawi, Hiba J.
    Aboelsoud, Basant H.
    AlZaabi, Moza A.
    Alraddawi, Fay T.
    Mannaa, Ayten A.
    SCIENTIFIC REPORTS, 2021, 11 (01)
  • [43] Hepatitis A virus knowledge and immunization attitudes and practices in the United Arab Emirates community
    Kamel A. Samara
    Hiba J. Barqawi
    Basant H. Aboelsoud
    Moza A. AlZaabi
    Fay T. Alraddawi
    Ayten A. Mannaa
    Scientific Reports, 11
  • [44] A method for community recommendation for social networks
    Banerjee, Soumyajyoti
    Niyogi, Rajdeep
    2015 INTERNATIONAL CONFERENCE ON ADVANCES IN COMPUTING, COMMUNICATIONS AND INFORMATICS (ICACCI), 2015, : 2341 - 2347
  • [45] Dynamic Immunization Node Model for Complex Networks Based on Community Structure and Threshold
    Shang, Ronghua
    Zhang, Weitong
    Jiao, Licheng
    Zhang, Xiangrong
    Stolkin, Rustam
    IEEE TRANSACTIONS ON CYBERNETICS, 2022, 52 (03) : 1539 - 1552
  • [46] Distributed Hierarchical Localization Method in Wireless Sensor Networks
    Hu, RongChun
    Yao, YuanCheng
    2011 CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-6, 2011, : 3791 - 3796
  • [47] A hierarchical method for training embedded sigmoidal neural networks
    Hu, J
    Hirasawa, K
    ARTIFICIAL NEURAL NETWORKS-ICANN 2001, PROCEEDINGS, 2001, 2130 : 937 - 942
  • [48] Parental knowledge on the respiratory syncytial virus before the nirsevimab immunization program: Attitudes toward immunization in an autonomous community of Spain
    Moreno, Matilde Zornoza
    Martin, Jaime Jesus Perez
    Moreno, M. Cruz Gomez
    Abellan, M. Pilar Ros
    HUMAN VACCINES & IMMUNOTHERAPEUTICS, 2024, 20 (01)
  • [49] A hierarchical key management method for wireless sensor networks
    Havashemi rezaeipour, Kokab
    Barati, Hamid
    Microprocessors and Microsystems, 2022, 90
  • [50] A Hierarchical Online Reprogramming Method of Wireless Sensor Networks
    Wan Yadong
    Yao Lin
    Wu Wengquan
    Zhang Xiaotong
    2011 7TH INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS, NETWORKING AND MOBILE COMPUTING (WICOM), 2011,
12345