Spatial structure of the Internet traffic

被引:46
作者
Barthelemy, M
Gondran, B
Guichard, E
机构
[1] CEA, Serv Phys Mat Condensee, Bruyeres Le Chatel, France
[2] Reseau Natl Telecommun Technol Enseignement & Rec, F-75013 Paris, France
[3] Ecole Normale Super, Equipe Reseaux, F-75005 Paris, France
关键词
network; Internet; disordered systems;
D O I
10.1016/S0378-4371(02)01382-1
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
The Internet infrastructure is not virtual: its distribution is dictated by social, geographical, economical, or political constraints. However, the infrastructure's design does not determine entirely the information traffic and different sources of complexity such as the intrinsic heterogeneity of the network or human practices have to be taken into account. In order to manage the Internet expansion, plan new connections or optimize the existing ones, it is thus critical to understand correlations between emergent global statistical patterns of Internet activity and human factors. We analyze data from the French national 'Renater' network which has about 2 millions users and which consists in about 30 interconnected routers located in difference regions of France and we report the following results. The Internet flow is strongly localized: most of the traffic takes place on a 'spanning' network connecting a small number of routers which can be classified either as 'active centers' looking for information or 'databases' providing information. We also show that the Internet activity of a region increases with the number of published papers by laboratories of that region, demonstrating the positive impact of the Web on scientific activity and illustrating quantitatively the adage 'the more you read, the more you write'. (C) 2002 Elsevier Science B.V. All rights reserved.
引用
收藏
页码:633 / 642
页数:10
相关论文
共 24 条
  • [1] Adamic LA, 1999, LECT NOTES COMPUT SC, V1696, P443
  • [2] Emergence of scaling in random networks
    Barabási, AL
    Albert, R
    [J]. SCIENCE, 1999, 286 (5439) : 509 - 512
  • [3] Baratin Marc, 1996, La memoire des livres en Occident
  • [4] Large scale cross-correlations in Internet traffic -: art. no. 056110
    Barthélemy, M
    Gondran, B
    Guichard, E
    [J]. PHYSICAL REVIEW E, 2002, 66 (05): : 7
  • [5] SCIENTOMETRIC INDICATORS DATAFILES
    BRAUN, T
    GLANZEL, W
    SCHUBERT, A
    [J]. SCIENTOMETRICS, 1993, 28 (02) : 137 - 150
  • [6] Graph structure in the Web
    Broder, A
    Kumar, R
    Maghoul, F
    Raghavan, P
    Rajagopalan, S
    Stata, R
    Tomkins, A
    Wiener, J
    [J]. COMPUTER NETWORKS-THE INTERNATIONAL JOURNAL OF COMPUTER AND TELECOMMUNICATIONS NETWORKING, 2000, 33 (1-6): : 309 - 320
  • [7] The fractal properties of Internet
    Caldarelli, G
    Marchetti, R
    Pietronero, L
    [J]. EUROPHYSICS LETTERS, 2000, 52 (04): : 386 - 391
  • [8] Self-similarity in World Wide Web traffic: Evidence and possible causes
    Crovella, ME
    Bestavros, A
    [J]. IEEE-ACM TRANSACTIONS ON NETWORKING, 1997, 5 (06) : 835 - 846
  • [9] 1/F NOISE IN COMPUTER NETWORK TRAFFIC
    CSABAI, I
    [J]. JOURNAL OF PHYSICS A-MATHEMATICAL AND GENERAL, 1994, 27 (12): : L417 - L421
  • [10] STATISTICAL PROPERTIES OF RANDOMLY BROKEN OBJECTS AND OF MULTIVALLEY STRUCTURES IN DISORDERED-SYSTEMS
    DERRIDA, B
    FLYVBJERG, H
    [J]. JOURNAL OF PHYSICS A-MATHEMATICAL AND GENERAL, 1987, 20 (15): : 5273 - 5288