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{ "item_title" : "Performance Analysis of Complex Networks and Systems", "item_author" : [" Piet Van Mieghem "], "item_description" : "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.", "item_img_path" : "https://covers3.booksamillion.com/covers/bam/1/10/705/860/1107058600_b.jpg", "price_data" : { "retail_price" : "111.00", "online_price" : "111.00", "our_price" : "111.00", "club_price" : "111.00", "savings_pct" : "0", "savings_amt" : "0.00", "club_savings_pct" : "0", "club_savings_amt" : "0.00", "discount_pct" : "10", "store_price" : "" } }
Performance Analysis of Complex Networks and Systems|Piet Van Mieghem

Performance Analysis of Complex Networks and Systems

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Overview

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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Details

  • ISBN-13: 9781107058606
  • ISBN-10: 1107058600
  • Publisher: Cambridge University Press
  • Publish Date: April 2014
  • Dimensions: 9.8 x 6.9 x 1.6 inches
  • Shipping Weight: 3.1 pounds
  • Page Count: 688

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