A SVM QoS Estimation Model for the Component-Based Software System

Peng Nie

doi:10.4028/www.scientific.net/AMM.631-632.991

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HomeApplied Mechanics and MaterialsApplied Mechanics and Materials Vols. 631-632A SVM QoS Estimation Model for the Component-Based...

A SVM QoS Estimation Model for the Component-Based Software System

Abstract:

More software application are intend to be developed by the automated code synthesis or the component integration. We proposed a SVM QoS estimation model for the component-based software system (SVMQEM). Our estimation model learns various system QoS properties and outputs a comprehensive QoS by SVM, which is different from the approaches available in the literature. The experiments shows that the SVMQEM has an acceptable QoS estimation accuracy for the component-based software system.

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Periodical:

Applied Mechanics and Materials (Volumes 631-632)

Pages:

991-994

DOI:

https://doi.org/10.4028/www.scientific.net/AMM.631-632.991

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Online since:

September 2014

Authors:

Peng Nie*

Keywords:

Component-Based Software System, Software QoS Estimation, Support Vector Machine (SVM)

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* - Corresponding Author

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