@MISC{A_asvm, author = {Nie Peng A}, title = {A SVM QoS Estimation Model for the Component-based Software System}, year = {} }
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Abstract
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.