- 693 pages
- English
- PDF
- Available on iOS & Android
eBook - PDF
Performance Analysis of Complex Networks and Systems
About this book
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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Information
Table of contents
- Cover
- Title Page
- Copyright
- Dedication
- Contents
- Preface
- Symbols
- 1 Introduction
- Part I Probability theory
- Part II Stochastic processes
- Part III Network science
- Appendix A A summary of matrix theory
- Appendix B Solutions of problems
- References
- Index
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Yes, you can access Performance Analysis of Complex Networks and Systems by Piet Van Mieghem in PDF and/or ePUB format, as well as other popular books in Technology & Engineering & Signals & Signal Processing. We have over one million books available in our catalogue for you to explore.