A note on software reliability monitoring by moving-average method based on a bootstrap scheme

被引:2
|
作者
Kimura, Mitsuhiro [1 ]
Fujiwara, Takaji [2 ]
机构
[1] Hosei Univ, Dept Ind & Syst Engn, Fac Sci & Engn, Koganei, Tokyo, Japan
[2] Business Cube & Partners Inc, Tokyo, Japan
关键词
On-line monitoring; Software reliability; Moving-average; Bootstrap method; Incomplete gamma function model; Linear regression;
D O I
10.1007/s13198-011-0033-1
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This paper proposes a method of on-line software reliability monitoring during the software testing phase. Especially, we provide the reliability on-line charting based on the moving-average of the estimated values of software reliability measure in order to obtain a stable evaluation result for the fluctuating environment of software testing phase. For doing this, we use the incomplete gamma function model and a bootstrap resampling scheme. After the model description, we show several numerical illustrations which is based on the actually collected software debugging data set.
引用
收藏
页码:293 / 298
页数:6
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