The Internet as a Large-Scale Complex System
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Internet as a Large-Scale Complex System by Kihong Park
Book DescriptionThe Internet may be viewed as a "complex system" with diverse features and many components that can give rise to unexpected emergent phenomena, revealing much about its own engineering. This book brings together chapter contributions from a workshop held at the Santa Fe Institute in March 2001. This volume captures a snapshot of some features of the Internet that may be fruitfully approached using a complex systems perspective, meaning using interdisciplinary tools and methods to tackle the subject area. The Internet penetrates the socioeconomic fabric of everyday life; a broader and deeper grasp of the Internet may be needed to meet the challenges facing the future. The resulting empirical data have already proven to be invaluable for gaining novel insights into the network's spatio-temporal dynamics, and can be expected to become even more important when tryin to explain the Internet's complex and emergent behavior in terms of elementary networking-based mechanisms. The discoveries of fractal or self-similar network traffic traces, power-law behavior in network topology and World Wide Web connectivity are instances of unsuspected, emergent system traits. Another important factor at the heart of fair, efficient, and stable sharing of network resources is user behavior. Network systems, when habited by selfish or greedy users, take on the traits of a noncooperative multi-party game, and their stability and efficiency are integral to understanding the overall system and its dynamics. Lastly, fault-tolerance and robustness of large-scale network systems can exhibit spatial and temporal correlations whose effective analysis and management may benefit from rescaling techniques applied in certain physical and biological systems. The present book will bring together several of the leading workers involved in the analysis of complex systems with the future development of the Internet.
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Book DetailsISBN: 9780195157215
(234mm x 156mm x 20mm)
Imprint: Oxford University Press Inc
Publisher: Oxford University Press Inc
Publish Date: 14-Jul-2005
Country of Publication: United States
Books By Author Kihong Park
Internet as a Large-Scale Complex System, Hardback (April 2005)
Brings together chapter contributions from a workshop held at the Santa Fe Institute in March 2001. This volume aims to capture a snapshot of some features of the Internet that may be fruitfully approached using a complex systems perspective, which means using interdisciplinary tools and methods to tackle the subject area.
Self-similar Network Traffic and Performance Evaluation, Hardback (September 2000)» View all books by Kihong Park
A collection of work from top researchers in the field, this book covers all aspects of self-similar network traffic. Readers will gain a better understanding of these networks through a broad introduction to the topic, as well as suggestions for future research.
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