Computer Networks and Systems: Queueing Theory and Performance Evaluation

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Intended for a first course in performance evaluation, this is a self-contained treatment covering all aspects of queuing theory. It starts by introducing readers to the terminology and usefulness of queueing theory and continues by considering Markovian queues in equilibrium, Littles law, reversibility, transient analysis, and computation, plus the M/G/1 queuing system. It then moves on to cover networks of queues, and concludes with techniques for numerical solutions, a discussion of the PANACEA technique, discrete time queueing systems and simulation, and stochastic Petri networks. The whole is backed by case studies of distributed queueing networks arising in industrial applications. This third edition includes a new chapter on self-similar traffic, many new problems, and solutions for many exercises.

Computer Networks and Systems: Queueing Theory and Performance Evaluation Review

I'm a graduate student in electrical engineering and queuing theory is one of the subjects i need to be familiar about. I did a couple of courses on queuing theory, mostly by following the instructor's notes, but this book helped me to clear many of my concepts that either i overlooked before or never thought about it.

In particular, the section where it talks about algebraic topological interpretation of product form solutions of queuing networks is great, and so is the treatment on M/G/1 queues. It also proves why the product form solution works and what should be the structure of the queuing in order for it to work! The examples and case studies are very insightful. Chapter 6 on discrete time queuing systems is very well written with a comparison to its continuous time analog.

Overall, I think it's a great book. Would recommend to anybody that wants to study deeper.

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