Integrating network structure and dynamic information for better routing strategy on scale-free networks

被引:8
作者
Tang, Xiao-Gai [1 ]
Wong, Eric W. M. [1 ]
Wu, Zhi-Xi [1 ,2 ]
机构
[1] City Univ Hong Kong, Dept Elect Engn, Hong Kong, Hong Kong, Peoples R China
[2] Umea Univ, Dept Phys, S-90187 Umea, Sweden
关键词
Network structure; Dynamic information; Routing strategy; Complex networks; COMPLEX NETWORKS; COMMUNICATION; WORLD; WEIGHTS;
D O I
10.1016/j.physa.2009.02.018
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
We study information packet routing processes on scale-free networks by mimicking the Internet traffic delivery strategies. We incorporate both the global network structure information and local queuing information in the dynamic processes. We propose several new routing strategies to guide the packet routing. The performance of the routing strategies is measured by the average transit time of the packets as well as their dependence on the traffic amount. We find that the routing strategies which integrate both global network structure information and local dynamic information perform Much better than the traditional shortest-path routing protocol which takes into account only the global topological information. Moreover, from comparative studies of these routing strategies, we observe that some of our proposed methods call decrease the average transit time of packets but the performance is closely dependent on the total amount of traffic while some other proposed methods can have good performance independent of the total amount of traffic with hyper-excellent average transit time of packets. Also, numerical results show that Our proposed methods integrating network structure information and local dynamic information can work Much better than the methods recently proposed in [S. Sreenivasan, R. Cohen, E. Lopez, Z. Toroczkai, H.E. Stanley, Phys. Rev. E 75 (2007) 036105, Zhi-Xi Wu, Gang Peng, Eric W.M. Wong, Kai-Hau Yeung. J. Stat. Mech. (2008) P11002.]. which only Considered network structure information. (C) 2009 Elsevier B.V. All rights reserved.
引用
收藏
页码:2547 / 2554
页数:8
相关论文
共 37 条
  • [1] Statistical mechanics of complex networks
    Albert, R
    Barabási, AL
    [J]. REVIEWS OF MODERN PHYSICS, 2002, 74 (01) : 47 - 97
  • [2] An incremental procedure for improving path assignment in a telecommunications network
    Allen, D
    Ismail, I
    Kennington, J
    Olinick, E
    [J]. JOURNAL OF HEURISTICS, 2003, 9 (05) : 375 - 399
  • [3] Competition-driven network dynamics: Emergence of a scale-free leadership structure and collective efficiency
    Anghel, M
    Toroczkai, Z
    Bassler, KE
    Korniss, G
    [J]. PHYSICAL REVIEW LETTERS, 2004, 92 (05) : 4
  • [4] [Anonymous], 2004, Evolution and Structure of the Internet: A Statistical Physics Approach
  • [5] Communication in networks with hierarchical branching
    Arenas, A
    Díaz-Guilera, A
    Guimerà, R
    [J]. PHYSICAL REVIEW LETTERS, 2001, 86 (14) : 3196 - 3199
  • [6] Effect of congestion costs on shortest paths through complex networks
    Ashton, DJ
    Jarrett, TC
    Johnson, NF
    [J]. PHYSICAL REVIEW LETTERS, 2005, 94 (05)
  • [7] Emergence of scaling in random networks
    Barabási, AL
    Albert, R
    [J]. SCIENCE, 1999, 286 (5439) : 509 - 512
  • [8] Complex networks: Structure and dynamics
    Boccaletti, S.
    Latora, V.
    Moreno, Y.
    Chavez, M.
    Hwang, D. -U.
    [J]. PHYSICS REPORTS-REVIEW SECTION OF PHYSICS LETTERS, 2006, 424 (4-5): : 175 - 308
  • [9] Effects of network structure and routing strategy on network capacity
    Chen, ZY
    Wang, XF
    [J]. PHYSICAL REVIEW E, 2006, 73 (03):
  • [10] Congestion-gradient driven transport on complex networks
    Danila, Bogdan
    Yu, Yong
    Earl, Samuel
    Marsh, John A.
    Toroczkai, Zoltan
    Bassler, Kevin E.
    [J]. PHYSICAL REVIEW E, 2006, 74 (04)