CFP last date
20 December 2024
Call for Paper
January Edition
IJCA solicits high quality original research papers for the upcoming January edition of the journal. The last date of research paper submission is 20 December 2024

Submit your paper
Know more
The week's pick
Responsive image
Improved Shuffled Frog Leaping Algorithm with Self-Adaptive Shuffling for Fuzzy Logic PD+G Controller Optimization in Robotic Manipulators

Duc Hoang Nguyen
Random Articles
Reseach Article

Article:Monitoring Software Reliability using Statistical Process Control: An Ordered Statistics Approach

by Bandla Srinivasa Rao, Dr. R Satya Prasad, Dr. R.R. L Kantham
journal cover thumbnail

International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 32 - Number 7
Year of Publication: 2011
Authors: Bandla Srinivasa Rao, Dr. R Satya Prasad, Dr. R.R. L Kantham
10.5120/3917-5515

Bandla Srinivasa Rao, Dr. R Satya Prasad, Dr. R.R. L Kantham . Article:Monitoring Software Reliability using Statistical Process Control: An Ordered Statistics Approach. International Journal of Computer Applications. 32, 7 ( October 2011), 28-33. DOI=10.5120/3917-5515

@article{ 10.5120/3917-5515,
author = { Bandla Srinivasa Rao, Dr. R Satya Prasad, Dr. R.R. L Kantham },
title = { Article:Monitoring Software Reliability using Statistical Process Control: An Ordered Statistics Approach },
journal = { International Journal of Computer Applications },
issue_date = { October 2011 },
volume = { 32 },
number = { 7 },
month = { October },
year = { 2011 },
issn = { 0975-8887 },
pages = { 28-33 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume32/number7/3917-5515/ },
doi = { 10.5120/3917-5515 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T20:18:34.361357+05:30
%A Bandla Srinivasa Rao
%A Dr. R Satya Prasad
%A Dr. R.R. L Kantham
%T Article:Monitoring Software Reliability using Statistical Process Control: An Ordered Statistics Approach
%J International Journal of Computer Applications
%@ 0975-8887
%V 32
%N 7
%P 28-33
%D 2011
%I Foundation of Computer Science (FCS), NY, USA
Abstract

The nature and complexity of software have changed significantly in the last few decades. With the easy availability of computing power, deeper and broader applications are made. It has been extremely necessary to produce good quality software with high precession of reliability right in the first place. Olden day’s software errors and bugs were fixed at a later stage in the software development. Today to produce high quality reliable software and to keep a specific time schedule is a big challenge. To cope up the challenge many concepts, methodology and practices of software engineering have been evolved for developing reliable software. Better methods of controlling the process of software production are underway. One of such methods to assess the software reliability is using control charts. In this paper we proposed an NHPP based control mechanism by using order statistics with cumulative quantity between observations of failure data using mean value function of exponential distribution.

References
  1. Musa, J.D, Software Reliability Engineering McGraw- Hill, 1998
  2. Musa, J.D., Iannino, A., Okumoto, k., 1987. “Software Reliability: Measurement Prediction Application”. McGraw-Hill, New York.
  3. Pham. H., 2003. “Handbook of Reliability Engineering”, Springer
  4. Balakrishnan.N., Clifford Cohen; Order Statistics and Inference; Academic Press inc.;1991.
  5. K.Ramchand H Rao, Dr. R.Satya Prasad, Dr. R.R.L.Kantham, Assessing Software Reliability Using SPC : An Order Statistics Approach, International Journal of Computer Science, Engineering and Applications (IJCSEA) Vol.1, No.4, August 2011
  6. MacGregor, J.F., Kourti, T., 1995. “Statistical process control of multivariate processes”. Control Engineering Practice Volume 3, Issue 3, March 1995, Pages 403-414
  7. The Organizational Process Management Cycle Programmed Workbook, Interaction Research Institute, Inc., Fairfax, Virginia.
  8. Carleton, A.D. and Florac, A.W. 1999. Statistically controlling the Software process. The 99 SEI Software Engineering Symposimn, Software Engineering Institute, Carnegie Mellon University
  9. Smith, Gary, Statistical Reasoning, Allyn and Bacon, Boston, MA, 1991.
  10. Caprio, William H., "The Tools for Quality," Total Quality Management Conference, Ft. Belvoir, Virginia, July 13-15, 1992.
  11. Juran, J. M. (ed.), Juran's Quality Control Handbook, 4th ed., McGraw-Hill, Inc., New York, 1988.
  12. Hong Pharm; System Reliability; Springer;2005;Page No.281
Index Terms

Computer Science
Information Sciences

Keywords

Ordered Statistics Statistical Process Control (SPC) Control Limits software reliability software quality

Powered by PhDFocusTM