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A Model for Reliability Estimation Using Inter Failures Time Data

R. ThirumalaiSelvi1 , G. Gayathry2

Section:Research Paper, Product Type: Journal Paper
Volume-6 , Issue-8 , Page no. 875-877, Aug-2018

CrossRef-DOI:   https://doi.org/10.26438/ijcse/v6i8.875877

Online published on Aug 31, 2018

Copyright © R. ThirumalaiSelvi, G. Gayathry . This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

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IEEE Style Citation: R. ThirumalaiSelvi, G. Gayathry, “A Model for Reliability Estimation Using Inter Failures Time Data,” International Journal of Computer Sciences and Engineering, Vol.6, Issue.8, pp.875-877, 2018.

MLA Style Citation: R. ThirumalaiSelvi, G. Gayathry "A Model for Reliability Estimation Using Inter Failures Time Data." International Journal of Computer Sciences and Engineering 6.8 (2018): 875-877.

APA Style Citation: R. ThirumalaiSelvi, G. Gayathry, (2018). A Model for Reliability Estimation Using Inter Failures Time Data. International Journal of Computer Sciences and Engineering, 6(8), 875-877.

BibTex Style Citation:
@article{ThirumalaiSelvi_2018,
author = {R. ThirumalaiSelvi, G. Gayathry},
title = {A Model for Reliability Estimation Using Inter Failures Time Data},
journal = {International Journal of Computer Sciences and Engineering},
issue_date = {8 2018},
volume = {6},
Issue = {8},
month = {8},
year = {2018},
issn = {2347-2693},
pages = {875-877},
url = {https://www.ijcseonline.org/full_paper_view.php?paper_id=2788},
doi = {https://doi.org/10.26438/ijcse/v6i8.875877}
publisher = {IJCSE, Indore, INDIA},
}

RIS Style Citation:
TY - JOUR
DO = {https://doi.org/10.26438/ijcse/v6i8.875877}
UR - https://www.ijcseonline.org/full_paper_view.php?paper_id=2788
TI - A Model for Reliability Estimation Using Inter Failures Time Data
T2 - International Journal of Computer Sciences and Engineering
AU - R. ThirumalaiSelvi, G. Gayathry
PY - 2018
DA - 2018/08/31
PB - IJCSE, Indore, INDIA
SP - 875-877
IS - 8
VL - 6
SN - 2347-2693
ER -

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Abstract

Software reliability models is the best choice to monitor reliability of software process. These methods aid the software development team to identify the necessary actions that are carried out during software failure process. The present work attempts to develop a new model to check the software reliability by incorporating the failure rate of both hardware as well as software. The proposed new model based on time between failures observation, which is based on Non-Homogeneous Poisson Process (NHPP). Maximum Likelihood Estimation (MLE) method applied to determine the unknown parameters of the model.

Key-Words / Index Term

Non-Homogeneous Poisson Process,Failure Rate, Parameter Estimation

References

[1] Alan Wood, “Software Reliability Growth Models”, In 1996.
[2] D.Swamydoss, Dr.Kadhar Nawaz “Enhanced Version of Growth Model in Web Based Software Reliability Engineering” in JGRCS Vol.2,No.12,Dec.2011.
[3] Kimura, M., Yamada, S., Osaki, S., 1995.” Statistical Software reliability prediction and its applicability based on mean time between failures”. Mathematical and Computer Modelling, Volume 22, Issues 10-12, Pages 149-155.
[4] R. Satya Prasad, K. R. H. Rao and R. R. L Kantha, “Software Reliability Measuring using Modified Maximum Likelihood Estimation and SPC”, International Journal of Computer Applications (0975–8887), vol. 21, no. 7, (2011) May, pp. 1-5.
[5] G.Gayathry, R.Thirumalai Selvi, “A New Reliability Growth Model to Estimate the Quality of Software” in IJET ,Volume 4,Issue 3,Pages 312-314, May 2018