A Hierarchical Virus Immunization Method for Community Networks

作者：Fu Cai; Li Min; Zhang Yunhe^*; Zou Deqing; Han Lansheng

来源：China Communications, 2014, 11(9): 148-159.

DOI：10.1109/cc.2014.6969779

• Community Networks
• Virus Propagation
• SIRSR Model
• Hierarchical Virus Immunization Method (HVIM)

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.

• 出版日期2014-9
• 单位华中科技大学