Performance Modeling and Engineering (Paperback, Softcover reprint of hardcover 1st ed. 2008)

With the fast development of networking and software technologies, information processing infrastructure and applications have been growing at an impressive rate in both size and complexity, to such a degree that the design and development of high performance and scalable data processing systems and networks have become an ever-challenging issue. As a result, the use of performance modeling and m- surementtechniquesas a critical step in designand developmenthas becomea c- mon practice. Research and developmenton methodologyand tools of performance modeling and performance engineering have gained further importance in order to improve the performance and scalability of these systems. Since the seminal work of A. K. Erlang almost a century ago on the mod- ing of telephone traf c, performance modeling and measurement have grown into a discipline and have been evolving both in their methodologies and in the areas in which they are applied. It is noteworthy that various mathematical techniques were brought into this eld, including in particular probability theory, stochastic processes, statistics, complex analysis, stochastic calculus, stochastic comparison, optimization, control theory, machine learning and information theory. The app- cation areas extended from telephone networks to Internet and Web applications, from computer systems to computer software, from manufacturing systems to s- ply chain, from call centers to workforce management.

General

Imprint:	Springer-Verlag New York
Country of origin:	United States
Release date:	November 2010
First published:	2008
Editors:	Zhen Liu • Cathy H. Xia
Dimensions:	235 x 155 x 12mm (L x W x T)
Format:	Paperback
Pages:	219
Edition:	Softcover reprint of hardcover 1st ed. 2008
ISBN-13:	978-1-4419-4633-1
Categories:	Books > Computing & IT > General theory of computing > Systems analysis & design Books > Computing & IT > Computer communications & networking > General Books > Computing & IT > Applications of computing > General
LSN:	1-4419-4633-0
Barcode:	9781441946331

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