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Large Deviations For Performance Analysis: Queues, Communication and Computing
 

Large Deviations For Performance Analysis: Queues, Communication and Computing (Paperback)

By Weiss, Alan
By Shwartz, Adam

  • RRP: $86.99
  • $86.99
  • Pub Date
    31 Jul 20

Originally published in 1995, Large Deviations for Performance Analysis consists of two synergistic parts. The first half develops the theory of large deviations from the beginning, through recent results on the theory for processes with boundaries, keeping to a very narrow path:... continuous-time, discrete-state processes. By developing only what is needed for the applications, the theory is kept to a manageable level, both in terms of length and in terms of difficulty. Within its scope, the treatment is detailed, comprehensive and self-contained. As the book shows, there are sufficiently many interesting applications of jump Markov processes to warrant a special treatment. The second half is a collection of applications developed at Bell Laboratories. The applications cover large areas of the theory of communication networks: circuit switched transmission, packet transmission, multiple access channels, and the M/M/1 queue. Aspects of parallel computation are covered as well including, basics of job allocation, rollback-based parallel simulation, assorted priority queueing models that might be used in performance models of various computer architectures, and asymptotic coupling of processors. These applications are thoroughly analysed using the tools developed in the first half of the book.
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ISBN 9781138318106
Released AU 31 Jul 2020
Publisher Taylor & Francis Ltd
Format Paperback
Alternate Format(s) View All (2 other possible title(s) available)
Series Routledge Revivals
Availability
Available for pre-order, ships once released

Full details for this title

ISBN-13 9781138318106
Stock Release date is 31 July 2020
Status Available for pre-order, ships once released
Publisher Taylor & Francis Ltd
Imprint Routledge
Released 31 Jul 2020
Publication Country United Kingdom United Kingdom
Format Paperback
Author(s) By Weiss, Alan
By Shwartz, Adam
Series Routledge Revivals
Category Probability & Statistics
General Theory of Computing
Computer Communications & Networking
Applications of Computing
Number of Pages 556
Dimensions Width: 178mm
Height: 254mm
Dewey Code 003.8
Weight Not specified - defaults to 600g
Interest Age 19+ years
Reading Age 19+ years
Library of Congress Large deviations, System analysis
NBS Text Computing: Textbooks & Study Guides
ONIX Text College/higher education

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