Mitigation of cascading failures in complex networks

被引:43
作者
Smolyak, Alex [1 ]
Levy, Orr [1 ]
Vodenska, Irena [2 ]
Buldyrev, Sergey [3 ]
Havlin, Shlomo [1 ]
机构
[1] Bar Ilan Univ, Dept Phys, IL-52900 Ramat Gan, Israel
[2] Boston Univ, Metropolitan Coll, Dept Adm Sci, 1010 Commonwealth Ave, Boston, MA 02215 USA
[3] Yeshiva Univ, Dept Phys, 500 West 185th St, New York, NY 10033 USA
基金
以色列科学基金会;
关键词
D O I
10.1038/s41598-020-72771-4
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Cascading failures in many systems such as infrastructures or financial networks can lead to catastrophic system collapse. We develop here an intuitive, powerful and simple-to-implement approach for mitigation of cascading failures on complex networks based on local network structure. We offer an algorithm to select critical nodes, the protection of which ensures better survival of the network. We demonstrate the strength of our approach compared to various standard mitigation techniques. We show the efficacy of our method on various network structures and failure mechanisms, and finally demonstrate its merit on an example of a real network of financial holdings.
引用
收藏
页数:12
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共 39 条
  • [1] Statistical mechanics of complex networks
    Albert, R
    Barabási, AL
    [J]. REVIEWS OF MODERN PHYSICS, 2002, 74 (01) : 47 - 97
  • [2] Optimizing complex networks for resilience against cascading failure
    Ash, J.
    Newth, D.
    [J]. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2007, 380 : 673 - 683
  • [3] Zipf distribution of US firm sizes
    Axtell, RL
    [J]. SCIENCE, 2001, 293 (5536) : 1818 - 1820
  • [4] COMPLEX SYSTEMS Complexity theory and financial regulation
    Battiston, Stefano
    Farmer, J. Doyne
    Flache, Andreas
    Garlaschelli, Diego
    Haldane, Andrew G.
    Heesterbeek, Hans
    Hommes, Cars
    Jaeger, Carlo
    May, Robert
    Scheffer, Marten
    [J]. SCIENCE, 2016, 351 (6275) : 818 - 819
  • [5] DebtRank: Too Central to Fail? Financial Networks, the FED and Systemic Risk
    Battiston, Stefano
    Puliga, Michelangelo
    Kaushik, Rahul
    Tasca, Paolo
    Caldarelli, Guido
    [J]. SCIENTIFIC REPORTS, 2012, 2
  • [6] Catastrophic cascade of failures in interdependent networks
    Buldyrev, Sergey V.
    Parshani, Roni
    Paul, Gerald
    Stanley, H. Eugene
    Havlin, Shlomo
    [J]. NATURE, 2010, 464 (7291) : 1025 - 1028
  • [7] Complex contagions and the weakness of long ties
    Centola, Damon
    Macy, Michael
    [J]. AMERICAN JOURNAL OF SOCIOLOGY, 2007, 113 (03) : 702 - 734
  • [8] CHALUPA J, 1979, J PHYS C SOLID STATE, V12, pL31, DOI 10.1088/0022-3719/12/1/008
  • [9] Information spreading in dynamic graphs
    Clementi, Andrea
    Silvestri, Riccardo
    Trevisan, Luca
    [J]. DISTRIBUTED COMPUTING, 2015, 28 (01) : 55 - 73
  • [10] Cohen R., 2010, COMPLEX NETWORKS STR