Performance Analysis of Complex Networks and Systems (häftad)
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E-bok
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PDF med LCP-kryptering (0.0 MB)
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Språk
Engelska
Utgivningsdatum
2014-04-24
Förlag
Cambridge University Press
ISBN
9781139950657

Performance Analysis of Complex Networks and Systems E-bok

av Piet Van Mieghem
E-bok (PDF, LCP),  Engelska, 2014-04-24
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This rigorous, self-contained book describes mathematical and, in particular, stochastic and graph theoretic methods to assess the performance of complex networks and systems. It comprises three parts: the first is a review of probability theory; Part II covers the classical theory of stochastic processes (Poisson, Markov and queueing theory), which are considered to be the basic building blocks for performance evaluation studies; Part III focuses on the rapidly expanding new field of network science. This part deals with the recently obtained insight that many very different large complex networks - such as the Internet, World Wide Web, metabolic and human brain networks, utility infrastructures, social networks - evolve and behave according to general common scaling laws. This understanding is useful when assessing the end-to-end quality of Internet services and when designing robust and secure networks. Containing problems and solved solutions, the book is ideal for graduate students taking courses in performance analysis.
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