Literature DB >> 31624122

Universal behavior of cascading failures in interdependent networks.

Dongli Duan1,2, Changchun Lv1, Shubin Si3, Zhen Wang3,4, Daqing Li5, Jianxi Gao6,7, Shlomo Havlin8, H Eugene Stanley9, Stefano Boccaletti10,11.   

Abstract

Catastrophic and major disasters in real-world systems, such as blackouts in power grids or global failures in critical infrastructures, are often triggered by minor events which originate a cascading failure in interdependent graphs. We present here a self-consistent theory enabling the systematic analysis of cascading failures in such networks and encompassing a broad range of dynamical systems, from epidemic spreading, to birth-death processes, to biochemical and regulatory dynamics. We offer testable predictions on breakdown scenarios, and, in particular, we unveil the conditions under which the percolation transition is of the first-order or the second-order type, as well as prove that accounting for dynamics in the nodes always accelerates the cascading process. Besides applying directly to relevant real-world situations, our results give practical hints on how to engineer more robust networked systems.

Keywords:  cascading failure; interdependent network; robustness; spreading

Year:  2019        PMID: 31624122      PMCID: PMC6842597          DOI: 10.1073/pnas.1904421116

Source DB:  PubMed          Journal:  Proc Natl Acad Sci U S A        ISSN: 0027-8424            Impact factor:   11.205


  36 in total

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Authors:  Roni Parshani; Sergey V Buldyrev; Shlomo Havlin
Journal:  Proc Natl Acad Sci U S A       Date:  2010-12-29       Impact factor: 11.205

4.  Interdependent networks: reducing the coupling strength leads to a change from a first to second order percolation transition.

Authors:  Roni Parshani; Sergey V Buldyrev; Shlomo Havlin
Journal:  Phys Rev Lett       Date:  2010-07-21       Impact factor: 9.161

5.  Collective dynamics of 'small-world' networks.

Authors:  D J Watts; S H Strogatz
Journal:  Nature       Date:  1998-06-04       Impact factor: 49.962

6.  Diffusion dynamics on multiplex networks.

Authors:  S Gómez; A Díaz-Guilera; J Gómez-Gardeñes; C J Pérez-Vicente; Y Moreno; A Arenas
Journal:  Phys Rev Lett       Date:  2013-01-08       Impact factor: 9.161

7.  Avalanche collapse of interdependent networks.

Authors:  G J Baxter; S N Dorogovtsev; A V Goltsev; J F F Mendes
Journal:  Phys Rev Lett       Date:  2012-12-11       Impact factor: 9.161

8.  The multilayer nature of ecological networks.

Authors:  Shai Pilosof; Mason A Porter; Mercedes Pascual; Sonia Kéfi
Journal:  Nat Ecol Evol       Date:  2017-03-23       Impact factor: 15.460

9.  Spatio-temporal propagation of cascading overload failures in spatially embedded networks.

Authors:  Jichang Zhao; Daqing Li; Hillel Sanhedrai; Reuven Cohen; Shlomo Havlin
Journal:  Nat Commun       Date:  2016-01-12       Impact factor: 14.919

10.  Dynamically induced cascading failures in power grids.

Authors:  Benjamin Schäfer; Dirk Witthaut; Marc Timme; Vito Latora
Journal:  Nat Commun       Date:  2018-05-17       Impact factor: 14.919

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