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Upravlenie Bol'shimi Sistemami, 2012, Issue 40, Pages 164–182
(Mi ubs638)
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This article is cited in 2 scientific papers (total in 2 papers)
Information Technology Applications in Control
Sensitivity analysis of web services in the problem of choosing the optimal system configuration with a service-oriented architecture
D. Dushkin Institute of Control Sciences of RAS
Abstract:
We study the problem of choosing proper measurement criteria for Web services' ranking. Existing approaches to selecting such criteria are reviewed and analyzed. The issue of Web services' sensitivity evaluation is studied in detail. The concept of sensitivity classes for web services is introduced. We suggest a routine based on machine learning techniques for isolation and automated class definition. We also present the results of a computer simulation that implements the suggested routine. In conclusion we outline promising lines of research.
Keywords:
web-services, service-oriented arcithecture, machine learning, sensitivity analysis.
Citation:
D. Dushkin, “Sensitivity analysis of web services in the problem of choosing the optimal system configuration with a service-oriented architecture”, UBS, 40 (2012), 164–182
Linking options:
https://www.mathnet.ru/eng/ubs638 https://www.mathnet.ru/eng/ubs/v40/p164
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