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
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