详细信息
Survivability Analysis on a Cyber-Physical System
文献类型:期刊文献
英文题名:Survivability Analysis on a Cyber-Physical System
作者:Wang, Ti[1];Zhang, Zuyuan[1];Shao, Fangming[1]
机构:[1]East China Univ Sci & Technol, Sch Sci, Shanghai 200237, Peoples R China
年份:2017
卷号:5
期号:3
外文期刊名:MACHINES
收录:WOS:【ESCI(收录号:WOS:000411054800002)】;
语种:英文
外文关键词:survivability; reliability; cascading failures; cyber-physical system
摘要:A cyber-physical system (CPS) is composed of interdependent physical-resource and cyber-resource networks that are tightly coupled. The malfunction of nodes in a network may trigger failures to the other network and further cause cascading failures, which would potentially lead to the complete collapse of the entire system. The number and communication of operating nodes at stable state are closely related to the initial failure nodes and the topology of the network system. To address this issue, this paper studies the survivability of CPS in the presence of initial failure nodes, proposes (m, k)-survivability, which is defined as the probability that at least k nodes are still working in CPS after m nodes are attacked, and discusses the problem of cascading failure based on reliability (CFR). Further, we propose an algorithm to calculate (m, k)-survivability and find that the minimum survivability of system with regular allocation strategy decreases with k for a fixed m, and the proportion of initial failure node groups that cause the system to completely fragment increases with m. The simulation shows the properties and the result of CFR of the system with 12 nodes.
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