作者: Piet Van Mieghem
DOI:
关键词: Queueing theory 、 The Internet 、 Complex network 、 Management science 、 Industrial engineering 、 Evolving networks 、 Voice over IP 、 Computer science 、 Stochastic process 、 Field (computer science) 、 Markov chain
摘要: This rigorous and self-contained book describes mathematical and, in particular, stochastic methods to assess the performance of networked systems. It consists three parts. Part one is a review probability theory. two covers classical theory processes (Poisson, renewal, Markov, queuing theory), which are considered be basic building blocks for evaluation studies. focuses on relatively new field physics networks. part deals with recently obtained insights that many very different large complex networks - such as Internet, World Wide Web, proteins, utility infrastructures, social evolve behave according more general common scaling laws. understanding useful when assessing end-to-end quality communications services, example, Internet telephony, real-time video, interacting games. Containing problems solutions, this ideal graduate students taking courses analysis.