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Interdependent networks: vulnerability analysis and strategies to limit cascading failure

机译:相互依赖的网络:漏洞分析和限制级联故障的策略

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摘要

Network theory is increasingly employed to study the structure and behaviour of social, physical and technological systems - including civil infrastructure. Many of these systems are interconnected and the interdependencies between them allow disruptive events to propagate across networks, enabling damage to spread far beyond the immediate footprint of disturbance. In this research we experiment with a model to characterise the configuration of interdependencies in terms of direction, redundancy and extent, and we analyse the performance of interdependent systems with a wide range of possible coupling modes. We demonstrate that networks with directed dependencies are less robust than those with undirected dependencies, and that the degree of redundancy in inter-network dependencies can have a differential effect on robustness determined by their direction. As interdependencies between many real-world systems exhibit these characteristics, it is likely that many such systems operate near critical thresholds. The vulnerability of an interdependent network is shown to be reducible in a cost effective way, either by optimising inter-network connections, or by hardening high degree nodes. The results improve understanding of the influence of interdependencies on system performance and how to mitigate associated risks.
机译:网络理论被越来越多地用于研究包括民用基础设施在内的社会,物理和技术系统的结构和行为。这些系统中的许多系统是相互连接的,它们之间的相互依赖关系使破坏性事件可以在整个网络中传播,从而使损害的传播范围远远超出了直接的干扰范围。在这项研究中,我们试验了一个模型,以描述方向,冗余和范围方面的相互依存关系的配置,并分析了具有多种可能的耦合模式的相互依存系统的性能。我们证明,具有定向依赖性的网络比具有无定向依赖性的网络不那么健壮,并且网络间依赖性的冗余程度可能会对由其方向确定的健壮性产生不同的影响。由于许多现实系统之间的相互依赖关系表现出这些特征,因此许多此类系统可能会在临界阈值附近运行。通过优化网络间连接或硬化高级节点,可以以具有成本效益的方式减少相互依赖网络的漏洞。结果提高了对相互依赖关系对系统性能的影响以及如何减轻相关风险的理解。

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