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Fundamentals of queueing networks. Performance, asymptotics, and optimization. (English) Zbl 0992.60003
Applications of Mathematics. 46. New York, NY: Springer. xvii, 405 p. DM 160.00; sFr 138.00; £55.50; $ 64.95 (2001).
This book has stemmed essentially from the lecture notes which were accumulated over many years of teaching of graduate-level courses on stochastic networks by the authors at the University of British Columbia (Vancouver, Canada) and Columbia University (New York, U.S.A.), respectively. Its main objective is to collect, in one single volume, the essentials of stochastic networks, right from the classical product-form theory to such more recent developments as diffusion and fluid limits, stochastic comparisons, stability, control (dynamic scheduling), and optimization.
The book consists of three parts. The first part, Chapters 1 through 4, covers (continuous-time) Markov-chain models, including the classical Jackson and Kelly networks, the notion of quasi-reversible queues, and stochastic comparisons. The second part, Chapters 5 through 10, focuses on Brownian models, including limit theorems for generalized Jackson networks and multiclass feedforward networks, an in-depth examination of stability in a Kumar-Seidman network, and Brownian approximations for general multiclass networks with a mixture of priority and first-in-first-out disciplines. The third part, Chapters 11 and 12, discusses scheduling in both queueing (stochastic) and fluid (deterministic) networks, along with topics such as conservation laws, polymatroid optimization, and linear programming.
Although, as remarked by the authors themselves, the selection of materials for this book inevitably is a reflection upon their own bias and preference, the book under review is also driven largely by their desire to provide a graduate-level text, that is well balanced in breadth and depth, suitable for the classroom. In light of the wide-ranging applications of stochastic networks in recent years, from supply chains to telecommunications, this book is intended also to serve as a useful reference for teachers, researchers, and students alike in many of these diverse fields.

60-02 Research exposition (monographs, survey articles) pertaining to probability theory
60K25 Queueing theory (aspects of probability theory)
90-02 Research exposition (monographs, survey articles) pertaining to operations research and mathematical programming
90B22 Queues and service in operations research
60G55 Point processes (e.g., Poisson, Cox, Hawkes processes)