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Evolution and Structure of the Internet

Evolution and Structure of the Internet
A Statistical Physics Approach

$144.00 (P)

  • Date Published: April 2004
  • availability: Available
  • format: Hardback
  • isbn: 9780521826983

$ 144.00 (P)
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About the Authors
  • Viewed in this analysis from a statistical physics perspective, the Internet is perceived as a developing system that evolves through the addition and removal of nodes and links. This perspective permits the authors to outline the dynamical theory that can appropriately describe the Internet's macroscopic evolution. The presence of such a theoretical framework will provide a revolutionary way of enhancing the reader's understanding of the Internet's varied network processes.

    • Statistical physics and complex systems theory applied to the understanding of the Internet physical structure
    • Interdisciplinary approach to the study of the global Internet
    • A comprehensive presentation of the scientific characterization of the Internet
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    Reviews & endorsements

    "...a good point of reference or entry-level introduction to complex networks ... definitely an interesting read."
    Journal of Statistical Physics

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    Product details

    • Date Published: April 2004
    • format: Hardback
    • isbn: 9780521826983
    • length: 284 pages
    • dimensions: 254 x 178 x 17 mm
    • weight: 0.71kg
    • contains: 81 b/w illus. 8 tables
    • availability: Available
  • Table of Contents

    Preface
    List of abbreviations
    1. A brief history of the Internet
    2. How the Internet works
    3. Measuring the global Internet
    4. The Internet's large-scale topology
    5. Modeling the Internet
    6. Internet robustness
    7. Virtual and social networks in the Internet
    8. Searching and walking on the Internet
    9. Epidemics in the Internet
    10. Beyond the Internet's skeleton: traffic and global performance
    11. Outlook
    Appendix I: graph theory applied to topology analysis
    Appendix II: interface resolution and router topology
    Appendix III: numerical analysis of heavy-tailed distributions
    Appendix IV: degree correlations
    Appendix V: scale-free networks: scaling relations
    Appendix VI: the SIR model of virus propagation
    References
    Index.

  • Authors

    Romualdo Pastor-Satorras, Universitat Politècnica de Catalunya, Barcelona
    Romualdo Pastor-Satorras got his PhD at the University of Barcelona. He has been research fellow at Yale University and research assistant at the Massachusetts Institute of Technology in Boston. He spent two years as a research fellow at the International Center for Theoretical Physics (UNESCO) and then moved back to Spain in 2000 as Assistant Professor at the University of Barcelona. Since 2001, Pastor-Satorras has been research scientist and lecturer at the Universitat Politecnica de Catalunya. He is the author of more than 40 research papers in different areas of non-equilibrium statistical physics, condensed matter theory and complex systems analysis.

    Alessandro Vespignani, Indiana University
    Alessandro Vespignani obtained his PhD at the University of Rome 'La Sapienza'. After holding research positions at Yale and Leiden University, he joined the condensed matter research group at the International Center for Theoretical Physics (UNESCO) in Trieste. He has authored more than 100 scientific papers on the statistical physics of non-equilibrium phenomena, critical phase transitions and complex and disordered systems. At present he is senior research scientist of the CNRS, at the Université de Paris-Sud, France.

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