Empirical Research on the Application of a Structure-Based Software Reliability Model

作     者：Jie Zhang Yang Lu Ke Shi Chong Xu Jie Zhang;Yang Lu;Ke Shi;Chong Xu

作者机构：School of Computer and InformationAnhui Normal UniversityWuhu 241003China School of Computer Science and Information EngineeringHefei University of TechnologyHefei 230601China 

出 版 物：《IEEE/CAA Journal of Automatica Sinica》 (自动化学报（英文版）)

年 卷 期：2021年第8卷第6期

页      面：1153-1162页

核心收录：

学科分类：08[工学] 0835[工学-软件工程] 081202[工学-计算机软件与理论] 0812[工学-计算机科学与技术（可授工学、理学学位）] 

基　　金：This work was supported by the National Natural Science Foundation of China(61572167) the National Key Research and Development Program of China(2016YFC0801804) the Natural Science Foundation for Anhui Higher Education Institutions of China(KJ2019A0482) 

主　　题：Algebraic method reliability evaluation software metrics software reliability 

摘      要：Reliability engineering implemented early in the development process has a significant impact on improving software *** can assist in the design of architecture and guide later testing,which is beyond the scope of traditional reliability analysis *** reliability models work for this,but most of them remain tested in only simulation case studies due to lack of actual *** we use software metrics for reliability modeling which are collected from source codes of post *** the proposed strategy,redundant metric elements are filtered out and the rest are aggregated to represent the module *** further propose a framework to automatically apply the module value and calculate overall reliability by introducing formal *** experimental results from an actual project show that reliability analysis at the design and development stage can be close to the validity of analysis at the test stage through reasonable application of metric *** study also demonstrates that the proposed methods have good applicability.