Efficient routing on complex networks

被引:523
作者
Yan, G [1 ]
Zhou, T
Hu, B
Fu, ZQ
Wang, BH
机构
[1] Univ Sci & Technol China, Dept Elect Sci & Technol, Hefei 230026, Anhui, Peoples R China
[2] Univ Sci & Technol China, Dept Modern Phys, Hefei 230026, Anhui, Peoples R China
[3] Univ Sci & Technol China, Nonlinear Sci Ctr, Hefei 230026, Anhui, Peoples R China
关键词
D O I
10.1103/PhysRevE.73.046108
中图分类号
O35 [流体力学]; O53 [等离子体物理学];
学科分类号
070204 ; 080103 ; 080704 ;
摘要
We propose a routing strategy to improve the transportation efficiency on complex networks. Instead of using the routing strategy for shortest path, we give a generalized routing algorithm to find the so-called efficient path, which considers the possible congestion in the nodes along actual paths. Since the nodes with the largest degree are very susceptible to traffic congestion, an effective way to improve traffic and control congestion, as our strategy, can be redistributing traffic load in central nodes to other noncentral nodes. Simulation results indicate that the network capability in processing traffic is improved more than 10 times by optimizing the efficient path, which is in good agreement with the analysis.
引用
收藏
页数:5
相关论文
共 42 条
[1]   Communication in networks with hierarchical branching [J].
Arenas, A ;
Díaz-Guilera, A ;
Guimerà, R .
PHYSICAL REVIEW LETTERS, 2001, 86 (14) :3196-3199
[2]   Emergence of scaling in random networks [J].
Barabási, AL ;
Albert, R .
SCIENCE, 1999, 286 (5439) :509-512
[3]   The architecture of complex weighted networks [J].
Barrat, A ;
Barthélemy, M ;
Pastor-Satorras, R ;
Vespignani, A .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2004, 101 (11) :3747-3752
[4]   Weighted evolving networks:: Coupling topology and weight dynamics -: art. no. 228701 [J].
Barrat, A ;
Barthélemy, M ;
Vespignani, A .
PHYSICAL REVIEW LETTERS, 2004, 92 (22) :228701-1
[5]   Betweenness centrality in large complex networks [J].
Barthélemy, M .
EUROPEAN PHYSICAL JOURNAL B, 2004, 38 (02) :163-168
[6]   Complex networks: Structure and dynamics [J].
Boccaletti, S. ;
Latora, V. ;
Moreno, Y. ;
Chavez, M. ;
Hwang, D. -U. .
PHYSICS REPORTS-REVIEW SECTION OF PHYSICS LETTERS, 2006, 424 (4-5) :175-308
[7]   Optimal paths in disordered complex networks [J].
Braunstein, LA ;
Buldyrev, SV ;
Cohen, R ;
Havlin, S ;
Stanley, HE .
PHYSICAL REVIEW LETTERS, 2003, 91 (16)
[8]   Synchronization is enhanced in weighted complex networks [J].
Chavez, M ;
Hwang, DU ;
Amann, A ;
Hentschel, HGE ;
Boccaletti, S .
PHYSICAL REVIEW LETTERS, 2005, 94 (21)
[9]   Self-similarity in World Wide Web traffic: Evidence and possible causes [J].
Crovella, ME ;
Bestavros, A .
IEEE-ACM TRANSACTIONS ON NETWORKING, 1997, 5 (06) :835-846
[10]   Structure of growing networks with preferential linking [J].
Dorogovtsev, SN ;
Mendes, JFF ;
Samukhin, AN .
PHYSICAL REVIEW LETTERS, 2000, 85 (21) :4633-4636