Bacigalupo, David A., Turner, James D., Jarvis, Stephen A. and Nudd, G. R. (2003) Modelling dynamic e-business applications using historical performance data. In: Proceedings of the 19th Annual UK Performance Engineering Workshop (UKPEW'2003), University of Warwick, Coventry, UK, 9-10 Jul 2003 pp. 352-362.

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Abstract

Distributed e-business application platforms such as the web services framework will require sophisticated workload management infrastructures for the matching of client requests to the most appropriate resources. This paper introduces a novel dynamic predictive framework that uses both historical data and analytical performance modelling to extrapolate a requestís predicted performance under varying workloads and conditions on different systems. Such a framework can facilitate a workload manager in maximising the extent to which service level agreements can be met. Initial results are presented analysing how the response times of an e-business benchmark can be predicted at different system loads and on different application servers.

Item Type:	Conference Item (Paper)
Subjects:	Q Science > QA Mathematics > QA76 Electronic computers. Computer science. Computer software
Divisions:	Faculty of Science, Engineering and Medicine > Science > Computer Science
Library of Congress Subject Headings (LCSH):	High performance computing, Electronic commerce, Business mathematics
Official Date:	2003
Dates:	Date Event 2003 Published
Page Range:	pp. 352-362
Status:	Peer Reviewed
Publication Status:	Published
Date of first compliant deposit:	28 July 2016
Date of first compliant Open Access:	28 July 2016
Funder:	Engineering and Physical Sciences Research Council (EPSRC), United States. National Aeronautics and Space Administration (NASA), International Business Machines Corporation (IBM)
Grant number:	GR/S03058/01 (EPSRC), GR/R47424/01 (EPSRC), N68171-01-C-9012 (NASA)
Available As:	USARDSG
Conference Paper Type:	Paper
Title of Event:	Proceedings of the 19th Annual UK Performance Engineering Workshop (UKPEW'2003)
Type of Event:	Workshop
Location of Event:	University of Warwick, Coventry, UK
Date(s) of Event:	9-10 Jul 2003
Related URLs:	Organisation

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