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The Effective Healing Strategy against Localized Attacks on Interdependent Spatially Embedded Networks

机译:对相互依存空间嵌入式网络的局部攻击有效治疗策略

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摘要

Many real-world infrastructure networks, such as power grids and communication networks, always depend on each other by their functional components that share geographic proximity. A lot of works were devoted to revealing the vulnerability of interdependent spatially embedded networks (ISENs) when facing node failures and showed that the ISENs are susceptible to geographically localized attacks caused by natural disasters or terrorist attacks. How to take emergency methods to prevent large scale of cascading failures on interdependent infrastructures is a longstanding problem. Here, we propose an effective strategy for the healing of local structures using the connection profile of a failed node, called the healing strategy by prioritizing minimum degrees (HPMD), in which a new link between two active low-degree neighbors of a failed node is established during the cascading process. Afterwards, comparisons are made between HPMD and three healing strategies based on three metrics: random choice, degree centrality, and local centrality, respectively. Simulations are performed on the ISENs composed of two diluted square lattices with the same size under localized attacks. Results show that HPMD can significantly improve the robustness of the system by enhancing the connectivity of low-degree nodes, which prevent the diffusion of failures from low-degree nodes to moderate-degree nodes. In particular, HPMD can outperform other three strategies in the size of the giant component of networks, critical attack radius, and the number of iterative cascade steps for a given quota of newly added links, which means HPMD is more effective, more timely, and less costly. The high performance of HPMD indicates low-degree nodes should be placed on the top priority for effective healing to resist the cascading of failures in the ISENs, which is totally different from the traditional methods that usually take high-degree nodes as critical nodes in a single network. Furthermore, HPMD considers the distance between a pair of nodes to control the variation in the network structures, which is more applicable to spatial networks than previous methods.
机译:许多现实世界基础设施网络,例如电网和通信网络,始终通过共享地理接近度的功能组件相互依赖。在面对节点故障时揭示了许多作品,揭示了相互依存的空间嵌入式网络(Isens)的脆弱性,并且显示isens易受自然灾害或恐怖主义攻击引起的地理位置局部攻击。如何采取紧急方法以防止相互依存基础设施的大规模级联失败是一种长期问题。在这里,我们提出了使用失败节点的连接轮廓来修复局部结构的有效策略,通过优先考虑最小度(HPMD),其中包括失败节点的两个有效低度邻居之间的新链路在级联过程中建立。之后,基于三个度量的HPMD和三种治疗策略进行比较:随机选择,程度中心和本地中心。在由局部攻击下的两个稀释方格组成的isens上执行模拟,该典型的尺寸相同。结果表明,通过增强低度节点的连接,HPMD可以显着提高系统的鲁棒性,这防止了从低度节点到中度节点的故障扩散。特别是,HPMD可以胜过网络的巨大组件的大小的其他三种策略,关键攻击半径和新添加的链接的给定配额的迭代级联步骤的数量,这意味着HPMD更有效,更及时地和少昂贵。 HPMD的高性能表示低度节点应放置在顶部优先级,以便有效愈合,以抵抗isens中的故障级联,这与通常采用高度节点作为关键节点的传统方法完全不同单网络。此外,HPMD考虑了一对节点之间的距离来控制网络结构的变化,这比以前的方法更适用于空间网络。

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