Large Scale Software Fault Prediction Model Based on Dynamic Network Analysis Theory and Visual Interface Implementation

Hu Xiaoye

Computer & Telecommunication ›› 2015, Vol. 1 ›› Issue (9) : 57-59.

Computer & Telecommunication ›› 2015, Vol. 1 ›› Issue (9) : 57-59.

Large Scale Software Fault Prediction Model Based on Dynamic Network Analysis Theory and Visual Interface Implementation

  • Hu Xiaoye
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Abstract

This thesis maps the method call relation to a dynamic network, extracts the hierarchical structure and core vertices of the original network based on K-core decomposition, analyzes the dynamic network by 2 norm of the matrix theory, considers the characteristics of the monitoring data and the change of software status. We design a real-time updated visual interface. It achieves good experimental results to verify the validity of the prediction model, and gives the further expansion of this model.

Key words

large scale software / network analysis / fault prediction / fault localization / visual interface

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Hu Xiaoye. Large Scale Software Fault Prediction Model Based on Dynamic Network Analysis Theory and Visual Interface Implementation[J]. Computer & Telecommunication. 2015, 1(9): 57-59

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