论文标题
一项关于中心度指标及其在网络弹性中的含义的调查
A Survey on Centrality Metrics and Their Implications in Network Resilience
论文作者
论文摘要
中心度指标已用于各种网络，例如通信，社会，生物，地理或联系网络。特别是，它们已被用于研究和分析目标攻击行为并研究了它们对网络弹性的影响。尽管数十年来已经开发了大量的中心度指标，但使用的一组中心度指标通常在使用中。本文旨在介绍各种现有的中心度指标，并根据广泛的仿真实验获得的结果讨论其应用和性能，以鼓励它们在解决网络中的各种计算和工程问题中使用。
Centrality metrics have been used in various networks, such as communication, social, biological, geographic, or contact networks. In particular, they have been used in order to study and analyze targeted attack behaviors and investigated their effect on network resilience. Although a rich volume of centrality metrics has been developed for decades, a limited set of centrality metrics have been commonly in use. This paper aims to introduce various existing centrality metrics and discuss their applicabilities and performance based on the results obtained from extensive simulation experiments to encourage their use in solving various computing and engineering problems in networks.
