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A unified definition for reliability, survivability and resilience inspired by the handicap principle and ecological stability

机译:受残障原则和生态稳定性的启发,统一定义了可靠性,生存能力和弹性

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We propose a unified definition for reliability, survivability and resilience, which aims to synthesise the elements from existing definitions for survivability and also takes inspirations from the handicap principle and ecological stability. The unified definition is a four-tuple in the form of Survivability = [Resistance, Resilience, Persistence and Failure-Counter]. Resistance is largely equivalent to reliability and can be modelled with survival analysis (including competing risk analysis and multivariate survival analysis), which has some unique advantages over traditional reliability analysis such as dealing with censoring. Resilience can be formulated as a first passage time (FPT) problem; persistence can be defined as the minimum resistance level that a survivable system must maintain to be survivable. The unified definition offers a conceptual framework in which reliability and survivability can be quantitatively analysed with the approaches that we previously developed such as dynamic hybrid fault models, three-layer survivability analysis and extended evolutionary game theory.
机译:我们提出了一个关于可靠性,生存能力和复原力的统一定义,旨在从现有的生存能力定义中综合要素,并从障碍原则和生态稳定性中获得启发。统一的定义是四元组,形式为生存能力= [抵抗力,复原力,持久性和失败计数器]。抵抗力在很大程度上等同于可靠性,可以通过生存分析(包括竞争风险分析和多变量生存分析)进行建模,与传统的可靠性分析(如审查制度)相比,它具有一些独特的优势。复原能力可以表述为首次通过时间(FPT)问题。持久性可以定义为可生存系统必须维持的最低抵抗级别。统一的定义提供了一个概念框架,其中可以使用我们先前开发的方法(如动态混合故障模型,三层生存能力分析和扩展的演化博弈论)来定量分析可靠性和生存能力。

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