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Modelling dynamic e-business applications using historical performance data
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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) | ||||
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| 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: |
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| Page Range: | pp. 352-362 | ||||
| Status: | Peer Reviewed | ||||
| Publication Status: | Published | ||||
| 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 | ||||
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