Large Deviations For Performance Analysis: Queues, Communication and Computing (Routledge Revivals) - Tapa blanda

Weiss, Alan; Shwartz, Adam

 
9781138318106: Large Deviations For Performance Analysis: Queues, Communication and Computing (Routledge Revivals)
Tapa blanda
ISBN 10: 1138318108 ISBN 13: 9781138318106
Editorial: Routledge, 2021

Sinopsis

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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Acerca del autor

Alan Weiss, Adam Shwartz

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
Routledge
Año de publicación
2021
Idioma
Inglés
ISBN 10 
1138318108
ISBN 13 
9781138318106
Encuadernación
Tapa blanda
Número de edición
1
Número de páginas
564
Contacto del fabricante
no disponible
Persona responsable
no disponible

Otras ediciones populares con el mismo título

9780412063114: Large Deviations For Performance Analysis: QUEUES, Communication and Computing: 5 (Stochastic Modeling Series)

Edición Destacada

ISBN 10:  0412063115 ISBN 13:  9780412063114
Editorial: Chapman and Hall/CRC, 1995
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