DocumentCode
3574464
Title
Finding reliable software using SPRT based on Inflection S-Shaped Model: An order statistics approach
Author
Prasad, R. Satya ; Sangeetha, Y.
Author_Institution
Dept. of Comput. Sci. & Eng., Acharya Nagarjuna Univ., Guntur, India
fYear
2014
Firstpage
1554
Lastpage
1558
Abstract
To assess the software reliability by statistical means yields efficient results. In this paper, for an effective monitoring of failure process we have opted Sequential Probability Ratio Test (SPRT) over the time between every rth failure (r is a natural number >=2) instead of inter-failure times. This paper projects a controlling framework based on order statistics of the cumulative quantity between observations of time domain failure data using mean value function of Inflection S-Shaped Model. The two unknown parameters can be estimated using the Maximum Likelihood Estimation (MLE).
Keywords
maximum likelihood estimation; software reliability; statistical testing; MLE; SPRT; controlling framework; cumulative quantity; failure process monitoring; inflection S-Shaped model; maximum likelihood estimation; mean value function; order statistics; sequential probability ratio test; software reliability; time domain failure data; unknown parameters; Computers; Equations; Mathematical model; Process control; Software; Software reliability; Inflection S-Shaped model; Order Statistics; SPRT; Software Quality; Time Domain Data;
fLanguage
English
Publisher
ieee
Conference_Titel
Circuit, Power and Computing Technologies (ICCPCT), 2014 International Conference on
Print_ISBN
978-1-4799-2395-3
Type
conf
DOI
10.1109/ICCPCT.2014.7054984
Filename
7054984
Link To Document