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Graph Metrics for Network Robustness—A Survey

  • Research on the robustness of networks, and in particular the Internet, has gained critical importance in recent decades because more and more individuals, societies and firms rely on this global network infrastructure for communication, knowledge transfer, business processes and e-commerce. In particular, modeling the structure of the Internet has inspired several novel graph metrics for assessing important topological robustness features of large complex networks. This survey provides a comparative overview of these metrics, presents their strengths and limitations for analyzing the robustness of the Internet topology, and outlines a conceptual tool set in order to facilitate their future adoption by Internet research and practice but also other areas of network science.

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Metadaten
Author:Milena Oehlers, Benjamin FabianORCiD
URN:urn:nbn:de:kobv:526-opus4-13954
DOI:https://doi.org/10.3390/math9080895
ISSN:2227-7390
Parent Title (English):Mathematics
Publisher:MDPI
Document Type:Article
Language:English
Year of Publication:2021
Date of first Publication:2021/04/17
Publishing Institution:Technische Hochschule Wildau
Release Date:2021/06/11
Tag:Internet; graph; metric; network science; robustness
Volume:9
Issue:8
Article Number:895
Source:Oehlers, M.; Fabian, B. Graph Metrics for Network Robustness—A Survey. Mathematics 2021, 9, 895. https://doi.org/10.3390/math9080895
Faculties an central facilities:Fachbereich Wirtschaft, Informatik, Recht
Dewey Decimal Classification:0 Informatik, Informationswissenschaft, allgemeine Werke / 00 Informatik, Wissen, Systeme / 004 Datenverarbeitung; Informatik
5 Naturwissenschaften und Mathematik / 51 Mathematik / 511 Allgemeine mathematische Prinzipien
Licence (German):Creative Commons - CC BY - Namensnennung 4.0 International
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