ROBUSTNESS OF HETEROGENOUS NETWORKS WITH MITIGATION STRATEGY AGAINST CASCADING FAILURES

被引:6
作者
Wang, Jian-Wei [1 ]
机构
[1] Northeastern Univ, Sch Business Adm, Shenyang 110819, Peoples R China
来源
MODERN PHYSICS LETTERS B | 2012年 / 26卷 / 14期
基金
中国国家自然科学基金;
关键词
Cascading failure; heterogeneous networks; power grid; internet; SCALE-FREE NETWORK; COMPLEX NETWORKS; MODEL; OPTIMIZATION; PROPAGATION; DYNAMICS;
D O I
10.1142/S021798491250087X
中图分类号
O59 [应用物理学];
学科分类号
摘要
The network disaster induced by cascading failures has traumatized modern societies. How to protect these networks and improve their robustness against cascading failures has become the key issue. To this end, we construct a cascading model and propose an efficient mitigation strategy against cascading failures. In many real-world networks, there exist some heterogeneous nodes, for example the hosts and the routers in the Internet, and the users and the supply-grid stations in the power grid. In previous studies, however, less cascading models were constructed to describe such fact. Including two types of nodes in a network, we present a new cascading model. We introduce a new mitigation strategy with dynamically adjusting the load and demonstrate its efficiency on the Barabasi-Albert (BA) network and the power grid as well as the Internet. We show that with small changes in dynamically adjusting the load the robustness of these networks can be improved dramatically. Our results are useful not only for protecting networks from the local perspective, but also for significantly improving the robustness of the existing infrastructure networks.
引用
收藏
页数:12
相关论文
共 44 条
[1]   Structural vulnerability of the North American power grid [J].
Albert, R ;
Albert, I ;
Nakarado, GL .
PHYSICAL REVIEW E, 2004, 69 (02) :025103-1
[2]   Error and attack tolerance of complex networks [J].
Albert, R ;
Jeong, H ;
Barabási, AL .
NATURE, 2000, 406 (6794) :378-382
[3]   Optimizing complex networks for resilience against cascading failure [J].
Ash, J. ;
Newth, D. .
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2007, 380 :673-683
[4]   Dynamics of load entropy during cascading failure propagation in scale-free networks [J].
Bao, Z. J. ;
Cao, Y. J. ;
Ding, L. J. ;
Han, Z. X. ;
Wang, G. Z. .
PHYSICS LETTERS A, 2008, 372 (36) :5778-5782
[5]   Synergetic behavior in the cascading failure propagation of scale-free coupled map lattices [J].
Bao, Z. J. ;
Cao, Y. J. ;
Ding, L. J. ;
Wang, G. Z. ;
Han, Z. X. .
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2008, 387 (23) :5922-5929
[6]   Analysis of cascading failure in electric grid based on power flow entropy [J].
Bao, Z. J. ;
Cao, Y. J. ;
Wang, G. Z. ;
Ding, L. J. .
PHYSICS LETTERS A, 2009, 373 (34) :3032-3040
[7]   Emergence of scaling in random networks [J].
Barabási, AL ;
Albert, R .
SCIENCE, 1999, 286 (5439) :509-512
[8]   Catastrophic cascade of failures in interdependent networks [J].
Buldyrev, Sergey V. ;
Parshani, Roni ;
Paul, Gerald ;
Stanley, H. Eugene ;
Havlin, Shlomo .
NATURE, 2010, 464 (7291) :1025-1028
[9]   Model for cascading failures in complex networks [J].
Crucitti, P ;
Latora, V ;
Marchiori, M .
PHYSICAL REVIEW E, 2004, 69 (04) :4
[10]   Robustness of networks against cascading failures [J].
Dou, Bing-Lin ;
Wang, Xue-Guang ;
Zhang, Shi-Yong .
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2010, 389 (11) :2310-2317