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The 'robust yet fragile' nature of the Internet.

机译:互联网的“健壮而脆弱”性质。

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摘要

The search for unifying properties of complex networks is popular, challenging, and important. For modeling approaches that focus on robustness and fragility as unifying concepts, the Internet is an especially attractive case study, mainly because its applications are ubiquitous and pervasive, and widely available exposition exists at every level of detail. Nevertheless, alternative approaches to modeling the Internet often make extremely different assumptions and derive opposite conclusions about fundamental properties of one and the same system. Fortunately, a detailed understanding of Internet technology combined with a unique ability to measure the network means that these differences can be understood thoroughly and resolved unambiguously. This article aims to make recent results of this process accessible beyond Internet specialists to the broader scientific community and to clarify several sources of basic methodological differences that are relevant beyond either the Internet or the two specific approaches focused on here (i.e., scale-free networks and highly optimized tolerance networks).
机译:寻求复杂网络统一属性的方法是普遍的,具有挑战性的且重要的。对于以健壮性和脆弱性作为统一概念的建模方法而言,Internet是一个特别吸引人的案例研究,主要是因为Internet的应用无处不在且无处不在,并且每个细节层次上都有广泛使用的论述。但是,用于Internet建模的替代方法通常会做出截然不同的假设,并得出关于同一系统的基本属性的相反结论。幸运的是,对Internet技术的详细了解与测量网络的独特能力意味着可以彻底理解这些差异并明确解决。本文旨在使互联网专家可以访问此过程的最新结果,以供更广泛的科学界使用,并阐明与互联网或此处关注的两种特定方法(即无标度网络)相关的基本方法学差异的几种来源和高度优化的公差网络)。

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