Estimating the sustainability of cyber-physical systems based on spectral graph theory

E. Pavlenko, D. Zegzhda, A. Shtyrkina
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引用次数: 6

Abstract

Paper proposed an approach to estimating the sustainability of cyber-physical systems based on system state analysis. Authors suggested that sustainability is the system ability to reconfigure for recovering from attacking influences. Proposed a new criterion for cyber-physical systems sustainability assessment based on spectral graph theory. Numerical calculation of the criterion is based on distribution properties of the graph spectrum – the set of eigenvalues of the adjacency matrix corresponding to the graph. Experimental results have shown dependency of change in Δσ, difference between initial value of σstart and final σstop, on working route length, and on graph connectivity was revealed. This parameter is proposed to use as a criterion for CPS sustainability.
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基于谱图理论的信息物理系统可持续性评估
提出了一种基于系统状态分析的信息物理系统可持续性评估方法。作者认为,可持续性是系统重新配置以从攻击影响中恢复的能力。提出了一种基于谱图理论的网络物理系统可持续性评价新准则。该准则的数值计算是基于图谱的分布特性——图对应的邻接矩阵的特征值集合。实验结果表明:Δσ的变化、σstart的初始值与σstop的最终值的差值与工作路径长度和图的连通性有关。建议使用此参数作为CPS可持续性的标准。
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