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Performance Analysis of Complex Networks and Systems

Name: Performance Analysis of Complex Networks and Systems
Brand: Cambridge University Press
SKU: 02361948
Price: 115.39 EUR
Availability: InStock
Author: Piet Van Mieghem
ISBN: 9781107058606

Piet Van Mieghem

Idioma

Inglés

Libro Tapa dura

Código Libristo: 02361948

Editores Cambridge University Press, abril 2014

This rigorous, self-contained book describes mathematical and, in particular, stochastic and graph t... Descripción completa

Código Libristo: 02361948

282 b

115.39 €

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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.