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Evolution and Structure of the Internet Statistical Physics Approach HC
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eBay-Artikelnr.:127005735608
Artikelmerkmale
- Artikelzustand
- ISBN
- 9780521826983
Über dieses Produkt
Product Identifiers
Publisher
Cambridge University Press
ISBN-10
0521826985
ISBN-13
9780521826983
eBay Product ID (ePID)
5936519
Product Key Features
Number of Pages
284 Pages
Publication Name
Evolution and Structure of the Internet : a Statistical Physics Approach
Language
English
Subject
Internet / General, Physics / Mathematical & Computational
Publication Year
2004
Type
Textbook
Subject Area
Computers, Science
Format
Hardcover
Dimensions
Item Height
0.8 in
Item Weight
25.2 Oz
Item Length
10 in
Item Width
7.1 in
Additional Product Features
Intended Audience
Scholarly & Professional
LCCN
2003-047257
Dewey Edition
21
Reviews
'The approach the authors take is radically different: being important contributors to the field of complex networks, they use this expertise here in tackling various practical problems related to the information superhighway. … authors provide ample references to choose from for the interested. … The collection of topics in this book is broad, just as the Internet is itself. … [This book is] a good point of reference or entry-level introduction to complex networks, and definitely an interesting read.' Journal of Statistical Physics, 'This book illustrates again how the ideas of physics seem to apply to almost everything.' New Scientist, 'The approach the authors take is radically different: being important contributors to the field of complex networks, they use this expertise here in tackling various practical problems related to the information superhighway. ... authors provide ample references to choose from for the interested. ... The collection of topics in this book is broad, just as the Internet is itself. ... ÝThis book is¨ a good point of reference or entry-level introduction to complex networks, and definitely an interesting read.' Journal of Statistical Physics, "...a good point of reference or entry-level introduction to complex networks ... definitely an interesting read." Journal of Statistical Physics, 'This book illustrates again how the ideas of physics seem to apply to almost everything.’New Scientist, 'This book illustrates again how the ideas of physics seem to apply to almost everything.'New Scientist
Illustrated
Yes
Dewey Decimal
004.67/8
Table Of Content
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.
Synopsis
This book, first published in 2004, describes the application of statistical physics and complex systems theory to the study of the evolution and structure of the Internet. Using a statistical physics approach the Internet is viewed as a growing system that evolves in time through the addition and removal of nodes and links. This perspective permits us to outline the dynamical theory required for a description of the macroscopic evolution of the Internet. The presence of such a theoretical framework appears to be a revolutionary and promising path towards our understanding of the Internet and the various processes taking place on this network, including, for example, the spread of computer viruses or resilience to random or intentional damages. This book will be of interest to graduate students and researchers in statistical physics, computer science and mathematics studying in this subject., 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., Using a statistical physics approach the Internet is viewed as a growing system that evolves in time through the addition and removal of nodes and links. The presence of a dynamical theory behind this evolution appears to be a revolutionary and promising path towards our understanding of the Internet., The application of statistical physics and complex systems theory to the evolution and structure of the Internet.
LC Classification Number
TK5105.875.I57 P385
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