Franklin

Introduction to Queueing Systems with Telecommunication Applications / by László Lakatos, László Szeidl, Miklós Telek.

Author/Creator:
Lakatos, László author., Author,
Publication:
Cham : Springer International Publishing : Imprint: Springer, 2019.
Format/Description:
Book
1 online resource (XVII, 559 pages) : 96 illustrations, 4 illustrations in color.
Edition:
2nd ed. 2019.
Series:
Mathematics and Statistics (Springer-11649)
Contained In:
Springer eBooks
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Details

Subjects:
Probabilities.
Operations research.
Management science.
Computer system failures.
Electrical engineering.
Local subjects:
Probability Theory and Stochastic Processes. (search)
Operations Research, Management Science. (search)
System Performance and Evaluation. (search)
Communications Engineering, Networks. (search)
System Details:
text file PDF
Summary:
The book is the extended and revised version of the 1st edition and is composed of two main parts: mathematical background and queueing systems with applications. The mathematical background is a self-containing introduction to the stochastic processes of the later studied queueing systems. It starts with a quick introduction to probability theory and stochastic processes and continues with chapters on Markov chains and regenerative processes. More recent advances of queueing systems are based on phase type distributions, Markov arrival processes and quasy birth death processes, which are introduced in the last chapter of the first part. The second part is devoted to queueing models and their applications. After the introduction of the basic Markovian (from M/M/1 to M/M/1//N) and non-Markovian (M/G/1, G/M/1) queueing systems, a chapter presents the analysis of queues with phase type distributions, Markov arrival processes (from PH/M/1 to MAP/PH/1/K). The next chapter presents the classical queueing network results and the rest of this part is devoted to the application examples. There are queueing models for bandwidth charing with different traffic classes, slotted multiplexers, media access protocols like Aloha and IEEE 802.11b, priority systems and retrial systems. An appendix supplements the technical content with Laplace and z transformation rules, Bessel functions and a list of notations. The book contains examples and exercises throughout and could be used for graduate students in engineering, mathematics and sciences. Reviews of first edition: "The organization of the book is such that queueing models are viewed as special cases of more general stochastic processes, such as birth-death or semi-Markov processes. ... this book is a valuable addition to the queuing literature and provides instructors with a viable alternative for a textbook to be used in a one- or two-semester course on queueing models, at the upper undergraduate or beginning graduate levels." Charles Knessl, SIAM Review, Vol. 56 (1), March, 2014.
Contents:
Preface
Introduction to probability theory
Introduction to stochastic processes
Markov chains
Renewal and regenerative processes
Markov chains with special structures
Introduction to queueing systems
Markovian queueing systems
Non-Markovian queueing systems
Queueing systems with structured Markov chains
Queueing networks
Applied queueing systems
Functions and transforms
Index.
Contributor:
Szeidl, László. author., Author,
Telek, Miklós, author., Author,
SpringerLink (Online service)
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Printed edition:
Printed edition:
Printed edition:
ISBN:
978-3-030-15142-3
9783030151423
Publisher Number:
10.1007/978-3-030-15142-3 doi
Access Restriction:
Restricted for use by site license.