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

Computer & Telecommunication

2015, Vol. 1

Issue (9): 57-59 DOI:

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

Hu Xiaoye

Department of Equipment & Laboratory Mannagement

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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

Published: 09 November 2017

ZTFLH:

TP311.52

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

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http://www.computertelecom.com.cn/EN/ OR http://www.computertelecom.com.cn/EN/Y2015/V1/I9/57

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