Performance Analysis of Complex Networks and Systems Van Mieghem Hardback
Performance Analysis of Complex Networks and SystemsAuthor(s): Piet Van Mieghem\nFormat: Hardback\nPublisher: Cambridge University Press, United Kingdom\nImprint: Cambridge University Press\nISBN-13: 9781107058606, 978-1107058606\nSynopsis\nThis 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 gen.
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