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Detection of Reliable Software using S-Shaped Model

by R. Satya Prasad, Y. Sangeetha
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International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 62 - Number 21
Year of Publication: 2013
Authors: R. Satya Prasad, Y. Sangeetha
10.5120/10224-5071

R. Satya Prasad, Y. Sangeetha . Detection of Reliable Software using S-Shaped Model. International Journal of Computer Applications. 62, 21 ( January 2013), 44-47. DOI=10.5120/10224-5071

@article{ 10.5120/10224-5071,
author = { R. Satya Prasad, Y. Sangeetha },
title = { Detection of Reliable Software using S-Shaped Model },
journal = { International Journal of Computer Applications },
issue_date = { January 2013 },
volume = { 62 },
number = { 21 },
month = { January },
year = { 2013 },
issn = { 0975-8887 },
pages = { 44-47 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume62/number21/10224-5071/ },
doi = { 10.5120/10224-5071 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T21:12:43.024572+05:30
%A R. Satya Prasad
%A Y. Sangeetha
%T Detection of Reliable Software using S-Shaped Model
%J International Journal of Computer Applications
%@ 0975-8887
%V 62
%N 21
%P 44-47
%D 2013
%I Foundation of Computer Science (FCS), NY, USA
Abstract

Software reliability growth models using Non- Homogeneous Poisson Process (NHPP) with mean value function – dependent on fault detection rate is considered. The well known Sequential Probability Ratio Test (SPRT) procedure of statistical science is adopted for the model in order to decide upon the reliability / unreliability of developed software. In the present paper, we have proposed the performance of SPRT on interval domain data using Inflection S- Shaped model and analyzed the results by applying on 11 data sets.

References
  1. PHAM, H. (2005). "A Generalized Logistic Software Reliability Growth models", OPSEARCH, Vol. 42 Pp. 322- 331.
  2. Satya Prasad, R (2007). "Half logistic software reliability growth models " Ph. D Thesis (awarded) of ANU INDIA.
  3. Satya Prasad, R (2010) "Half logistic software Reliability growth model S " International journal of Advanced Research in Computer science, Vol. 1, no 2, Pp. 31-36.
  4. STIEBER, H. A (1997). "Statistical quality control . How To detect unreliable software components", proceeding The 8th International Symposium on software reliability engineering, Pp. 8-12.
  5. WALD (1947). "Sequential Analysis", Wiley, Newyork.
  6. WOOD, A. (1996) "Predicting software reliability ", IEEE Computer, Pp. 2253-2264.
  7. PHAM. H, (2006) "System software reliability ", Springer.
  8. Satya Prasad . R, Sangeetha. Y (2012) "SPC for software reliability using Inflection S-Shaped model", International Journal computer application Vol. 60, no 2, Pp. 22-27.
Index Terms

Computer Science
Information Sciences

Keywords

Inflection S-Shaped model Maximum Likelihood Estimation (MLE) Software testing Software failure data

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