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Software Dependability Estimation: Implementation through Fuzzy AHP

Syed Saif Ahmad Abidi1 , Mohd. Faizan Farooqui2 , A.A Zilli3

Section:Research Paper, Product Type: Journal Paper
Volume-7 , Issue-4 , Page no. 1-8, Apr-2019

CrossRef-DOI:   https://doi.org/10.26438/ijcse/v7i4.18

Online published on Apr 30, 2019

Copyright © Syed Saif Ahmad Abidi, Mohd. Faizan Farooqui, A.A Zilli . 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: Syed Saif Ahmad Abidi, Mohd. Faizan Farooqui, A.A Zilli, “Software Dependability Estimation: Implementation through Fuzzy AHP,” International Journal of Computer Sciences and Engineering, Vol.7, Issue.4, pp.1-8, 2019.

MLA Style Citation: Syed Saif Ahmad Abidi, Mohd. Faizan Farooqui, A.A Zilli "Software Dependability Estimation: Implementation through Fuzzy AHP." International Journal of Computer Sciences and Engineering 7.4 (2019): 1-8.

APA Style Citation: Syed Saif Ahmad Abidi, Mohd. Faizan Farooqui, A.A Zilli, (2019). Software Dependability Estimation: Implementation through Fuzzy AHP. International Journal of Computer Sciences and Engineering, 7(4), 1-8.

BibTex Style Citation:
@article{Abidi_2019,
author = {Syed Saif Ahmad Abidi, Mohd. Faizan Farooqui, A.A Zilli},
title = {Software Dependability Estimation: Implementation through Fuzzy AHP},
journal = {International Journal of Computer Sciences and Engineering},
issue_date = {4 2019},
volume = {7},
Issue = {4},
month = {4},
year = {2019},
issn = {2347-2693},
pages = {1-8},
url = {https://www.ijcseonline.org/full_paper_view.php?paper_id=3984},
doi = {https://doi.org/10.26438/ijcse/v7i4.18}
publisher = {IJCSE, Indore, INDIA},
}

RIS Style Citation:
TY - JOUR
DO = {https://doi.org/10.26438/ijcse/v7i4.18}
UR - https://www.ijcseonline.org/full_paper_view.php?paper_id=3984
TI - Software Dependability Estimation: Implementation through Fuzzy AHP
T2 - International Journal of Computer Sciences and Engineering
AU - Syed Saif Ahmad Abidi, Mohd. Faizan Farooqui, A.A Zilli
PY - 2019
DA - 2019/04/30
PB - IJCSE, Indore, INDIA
SP - 1-8
IS - 4
VL - 7
SN - 2347-2693
ER -

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Abstract

Achieving dependability has always been a challenging task for the software developers. Ensuring the selection of suitable dependability attributes for the software development is crucial for the development of dependable software and to maintain trust among software developers. For multi criteria decision making a very helpful tool is identified called Fuzzy Analytic Hierarchy Process (FAHP). For the comparison of different factors and sub-factors (attributes) and to know the impact of one factor over the other the FAHP has been identified by researchers. The main objective of this paper is to implementation of Fuzzy Analytic Hierarchy Process for the estimation of software dependability, By which we can identify the most suitable dependability attributes and ranked them as per their weight-ages. The Fuzzy Analytic Hierarchy Process uses a defined range of values rather than a single crisp value to vanish the decision maker’s uncertainty. Using the definite range of values, the decision makers can choose the value that shows his confidence and also they can specify their stance like optimistic, pessimistic or moderate. This paper reveals the implementation of Fuzzy AHP technique to calculate the weight-ages of dependability attributes and ranked them. This study can be a guide of the methodology to be implemented by software developers for the selection of appropriate dependability factors and sub-factors for the development of dependable software

Key-Words / Index Term

Software Dependability; Dependability Factors; Dependability Sub-Factors (Attributes); AHP; FAHP

References

[1] C. W. Chang, C. R. Wu, H. L. Lin, “Integrating Fuzzy Theory and Hierarchy concepts to evaluate software quality”, Software Quality Journal Vol. 16, pp. 263-276, 2008.
[2] S. Saif Ahmad Abidi, F. Farouqui, “Analytical Hierarchical Process for Software Dependability”, Proceedings of 6th International Conference on “Computing for Sustainable Global Development”, pp. 1456-1460, 13th – 15th March, 2019, New Delhi (INDIA)
[3] T.L. Saaty, “The analytic hierarchy process”. McGraw-Hill, New York 1980
[4] Zadeh, L. A. (1965). Fuzzy sets. Information and Control 8, 338-353.
[5] D. Chatterjee and B.Mukherjee, ”Study of fuzzy-AHP model to search the criterion in the evaluation of the best technical institutions: a case study”, International Journal of Engineering Science and Technology, Vol. 2, No. 7, pp. 2499-2510, 2010.
[6] Yan Z, Wang X, FuY. “Study on early warning model of coal mining engineering with fuzzy ahp”, International symposium on engineering emergency management, Systems Engineering Procedia. 2012; 5:113–8.
[7] A. Mardani, A. Jusoh, & E.K. Zavadskas, “Fuzzy multiple crieteria decision-making techniques and applications- Two decades review from 1994 to 2014”. Expert Systems with Applications, 42(8). 4126-4148, 2015.
[8] Chander Diwaker, Pradeep Tomar, "Identification of Factors and Techniques to Design and Develop Component Based Reliability Model", International Journal of Scientific Research in Computer Science and Engineering, Vol.5, Issue.3, pp.107-114, 2017
[9] I. Syamsuddin, & J. Hwang, “A new fuzzy MCDM framework to evaluate e-government security strategy”. Paper presented at 2010 4th international conference on application of information and communication technologies, Uzbekistan, October 2010
[10] Kanza Gulzar, Jun Sang, Adeel Akbar Memon, Muhammad Ramzan,” A Practical Approach for Evaluating and Prioritizing Situational Factors in Global Software Project Development”, International Journal of Advanced Computer Science and Applications, Vol. 9, No. 7, 2018.
[11] Seyedeh Sarah Hosseini,” Identification and ranking the factors affecting lean manufacturing by using FAHP technique”, International Academic Journal of Science and Engineering Vol. 4, No. 3, pp. 20-27, 2017.
[12] Surabhi Saxena, Devendra Agarwal, "Realiability Assessment Model to Estimate Quality of the Effective E-Procurement Process in Adoption", International Journal of Scientific Research in Network Security and Communication, Vol.6, Issue.3, pp.65-68, 2018
[13] S. Saif Ahmad Abidi, F. Farouqui, “Software Dependability: Classification and Categorization”, Proceedings of 6th International Conference on “Computing for Sustainable Global Development”, pp. 1461-1465, 13th – 15th March, 2019, New Delhi (INDIA)
[14] S. K. Dubey, A. Rana, A. Sharma, “Measurement of Object Oriented Software Usability using Fuzzy AHP”,international journal of Computer Science and telecommunications, vol.3, issue 5, May 2012.
[15] T. S. Lious, M. J. J. Wang, “Ranking fuzzy numbers with integral value”, Fuzzy Sets and Systems, 50(3), pp. 247–255, 1992.