Mitigation of cascading failures in complex networks

被引:42
|
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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