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Comprehensive review on the state-of- the-arts and solutions to the test redundancy reduction problem with taxonomy

The process of software testing is of utmost importance and requires a major allocation of resources. It has a substantial influence on the quality and dependability of software products. Nevertheless, as the quantity of test cases escalates, the feasibility of executing all of them diminishes, and...

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Main Authors: Rahman, Mizanur, Kamal Zuhairi, Zamli, Kader, Md Abdul, Roslina, Mohd Sidek, Din, Fakhrud
Format: Article
Language:English
Published: Semarak Ilmu Publishing 2024
Subjects:
QA75 Electronic computers. Computer science
QA76 Computer software
T Technology (General)
TA Engineering (General). Civil engineering (General)
Online Access:http://umpir.ump.edu.my/id/eprint/40085/1/Comprehensive%20Review%20on%20the%20State-of-the-arts%20and%20Solutions%20to%20the%20Test.pdf
http://umpir.ump.edu.my/id/eprint/40085/
https://doi.org/10.37934/araset.34.3.6287
https://doi.org/10.37934/araset.34.3.6287
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spelling my.ump.umpir.400852024-01-18T06:11:20Z http://umpir.ump.edu.my/id/eprint/40085/ Comprehensive review on the state-of- the-arts and solutions to the test redundancy reduction problem with taxonomy Rahman, Mizanur Kamal Zuhairi, Zamli Kader, Md Abdul Roslina, Mohd Sidek Din, Fakhrud QA75 Electronic computers. Computer science QA76 Computer software T Technology (General) TA Engineering (General). Civil engineering (General) The process of software testing is of utmost importance and requires a major allocation of resources. It has a substantial influence on the quality and dependability of software products. Nevertheless, as the quantity of test cases escalates, the feasibility of executing all of them diminishes, and the accompanying expenses related to preparation, execution time, and upkeep grow excessively exorbitant. The objective of Test Redundancy Reduction (TRR) is to mitigate this issue by determining a minimal subset of the test suite that satisfies all the requirements of the primary test suite while lowering the number of test cases. In order to attain this objective, multiple methodologies have been suggested, encompassing heuristics, meta-heuristics, exact algorithms, hybrid approaches, and machine-learning techniques. This work provides a thorough examination of prior research on TRR, addressing deficiencies and making a valuable contribution to the current scholarly understanding. The literature study encompasses a comprehensive examination of the complete chronology of TRR, incorporating all pertinent scholarly articles and practitioner-authored research papers published in English. This study aims to provide managers with valuable insights into the strengths and shortcomings of different TRR methodologies, enabling them to make well-informed decisions regarding the most appropriate approach for their specific needs. The primary objective of this study is to offer a comprehensive analysis of Test Result Reduction (TRR) and its consequential impact on mitigating expenses related to software testing. This study makes a valuable contribution to extant literature by elucidating the present state-of-the-art and delineating potential avenues for future research. Semarak Ilmu Publishing 2024-05 Article PeerReviewed pdf en cc_by_nc_4 http://umpir.ump.edu.my/id/eprint/40085/1/Comprehensive%20Review%20on%20the%20State-of-the-arts%20and%20Solutions%20to%20the%20Test.pdf Rahman, Mizanur and Kamal Zuhairi, Zamli and Kader, Md Abdul and Roslina, Mohd Sidek and Din, Fakhrud (2024) Comprehensive review on the state-of- the-arts and solutions to the test redundancy reduction problem with taxonomy. Journal of Advanced Research in Applied Sciences and Engineering Technology, 35 (1). pp. 62-87. ISSN 2462-1943. (Published) https://doi.org/10.37934/araset.34.3.6287 https://doi.org/10.37934/araset.34.3.6287
institution Universiti Malaysia Pahang Al-Sultan Abdullah
building UMPSA Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Pahang Al-Sultan Abdullah
content_source UMPSA Institutional Repository
url_provider http://umpir.ump.edu.my/
language English
topic QA75 Electronic computers. Computer science
QA76 Computer software
T Technology (General)
TA Engineering (General). Civil engineering (General)
spellingShingle QA75 Electronic computers. Computer science
QA76 Computer software
T Technology (General)
TA Engineering (General). Civil engineering (General)
Rahman, Mizanur
Kamal Zuhairi, Zamli
Kader, Md Abdul
Roslina, Mohd Sidek
Din, Fakhrud
Comprehensive review on the state-of- the-arts and solutions to the test redundancy reduction problem with taxonomy
description The process of software testing is of utmost importance and requires a major allocation of resources. It has a substantial influence on the quality and dependability of software products. Nevertheless, as the quantity of test cases escalates, the feasibility of executing all of them diminishes, and the accompanying expenses related to preparation, execution time, and upkeep grow excessively exorbitant. The objective of Test Redundancy Reduction (TRR) is to mitigate this issue by determining a minimal subset of the test suite that satisfies all the requirements of the primary test suite while lowering the number of test cases. In order to attain this objective, multiple methodologies have been suggested, encompassing heuristics, meta-heuristics, exact algorithms, hybrid approaches, and machine-learning techniques. This work provides a thorough examination of prior research on TRR, addressing deficiencies and making a valuable contribution to the current scholarly understanding. The literature study encompasses a comprehensive examination of the complete chronology of TRR, incorporating all pertinent scholarly articles and practitioner-authored research papers published in English. This study aims to provide managers with valuable insights into the strengths and shortcomings of different TRR methodologies, enabling them to make well-informed decisions regarding the most appropriate approach for their specific needs. The primary objective of this study is to offer a comprehensive analysis of Test Result Reduction (TRR) and its consequential impact on mitigating expenses related to software testing. This study makes a valuable contribution to extant literature by elucidating the present state-of-the-art and delineating potential avenues for future research.
format Article
author Rahman, Mizanur
Kamal Zuhairi, Zamli
Kader, Md Abdul
Roslina, Mohd Sidek
Din, Fakhrud
author_facet Rahman, Mizanur
Kamal Zuhairi, Zamli
Kader, Md Abdul
Roslina, Mohd Sidek
Din, Fakhrud
author_sort Rahman, Mizanur
title Comprehensive review on the state-of- the-arts and solutions to the test redundancy reduction problem with taxonomy
title_short Comprehensive review on the state-of- the-arts and solutions to the test redundancy reduction problem with taxonomy
title_full Comprehensive review on the state-of- the-arts and solutions to the test redundancy reduction problem with taxonomy
title_fullStr Comprehensive review on the state-of- the-arts and solutions to the test redundancy reduction problem with taxonomy
title_full_unstemmed Comprehensive review on the state-of- the-arts and solutions to the test redundancy reduction problem with taxonomy
title_sort comprehensive review on the state-of- the-arts and solutions to the test redundancy reduction problem with taxonomy
publisher Semarak Ilmu Publishing
publishDate 2024
url http://umpir.ump.edu.my/id/eprint/40085/1/Comprehensive%20Review%20on%20the%20State-of-the-arts%20and%20Solutions%20to%20the%20Test.pdf
http://umpir.ump.edu.my/id/eprint/40085/
https://doi.org/10.37934/araset.34.3.6287
https://doi.org/10.37934/araset.34.3.6287
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score 13.232414

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