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Regression Test Case Prioritization Frameworks: Challenges and Future Directions

2019 International journal of recent technology and engineering  
There is also a scarcity of frameworks that focus on regression test efficiency.  ...  evaluation criteria and metrics for the effective and practical testing process.  ...  Other Frameworks This section specifies frameworks that ignore test cases as either a basis for prioritization process or for the purpose of regression testing.  ... 
doi:10.35940/ijrte.d9735.118419 fatcat:7gog5rvr3ncffa77qcj5ofkmsy

Indirect effects in evidential assessment

Emelie Engström, Robert Feldt, Richard Torkar
2012 Proceedings of the 2nd international workshop on Evidential assessment of software technologies - EAST '12  
: There is a need for efficient regression testing in most software development organizations. Often the proposed solutions involve automation.  ...  Method : An industrial case study was carried out to evaluate the possibility to improve regression testing at Sony Ericsson Mobile Communications.  ...  Frameworks for evaluating cost and efficiency of regression testing techniques are available [15, 16] Research challenges involve 1) finding methods for evaluating indirect pragmatic effects of the automation  ... 
doi:10.1145/2372233.2372239 fatcat:fxn3b54pv5gevdugfjjjv5lq2m

Improved Test Case Selection Algorithm to Reduce Time in Regression Testing

Israr Ghani, Wan M. N. Wan-Kadir, Adila Firdaus Arbain, Noraini Ibrahim
2022 Computers Materials & Continua  
TCS approach in regression testing for a single product.  ...  To address these limitations, we recommend an improved and efficient test case selection (TCS) algorithm for RT.  ...  A common regression test case selection procedure for a particular software product is focused on three segments, (A) the Research phase for a retest based on test case modifications, (B) the detection  ... 
doi:10.32604/cmc.2022.025027 fatcat:pr5f4mle6vf6vipvpi47uods4y

A Comprehensive Review on Regression Test Case Prioritization Techniques for Web Services

2020 KSII Transactions on Internet and Information Systems  
on test case selection for regression testing Journal 65 [92] The PerfRanker prioritization technique of test cases, for collection intensive software Journal  ...  techniques Journal 19 [52] The 'Modified Condition/Decision Coverage' MC/DC-based technique Journal 10 [53] A collaborative framework Journal 21 [54] The test case selection, minimization and prioritization  ...  While the first SLR by Qiu et al. identified evaluation as a validation method for TCP techniques, Kazmi et al. used 11 metrics as a means of evaluating techniques in their SLR.  ... 
doi:10.3837/tiis.2020.05.001 fatcat:ikgdiv6uhzhljdsvjkaaennkge

Enhancing Test Cases Prioritization for Internet of Things based systems using Search-based Technique

Noha Mohamed, Sherin Moussa, Nagwa Badr, Mohamed Tolba
2021 International Journal of Intelligent Computing and Information Sciences  
The results of the test cases prioritization using Hill Climbing for regression and integration testing are evaluated using precision, where it achieved 80% and 97% for regression testing, and 93% and  ...  In this paper, we introduce an enhancement for test cases prioritization using Hill Climbing algorithm as a local search based technique, adapted to achieve tangible effeciency.  ...  The IoT Test Cases selection for regression testing in IoT systems The selection of the IoT TCs during the regression testing is triggered when receiving a change request as it is described in the following  ... 
doi:10.21608/ijicis.2021.69462.1076 fatcat:tpdkennugrhzngzb56fatyg7za

Assessing Transition-Based Test Selection Algorithms at Google

Claire Leong, Abhayendra Singh, Mike Papadakis, Yves Le Traon, John Micco
2019 2019 IEEE/ACM 41st International Conference on Software Engineering: Software Engineering in Practice (ICSE-SEIP)  
Based on this framework, we design an experiment evaluating five potential regression test selection algorithms, based on simple heuristics and inspired by previous research, though the evaluation technique  ...  In this paper we present a simulation framework to support the study and evaluation, with real data, of such techniques.  ...  Based on this framework, we design an experiment evaluating five potential regression test selection algorithms, based on simple heuristics and inspired by previous research, though the evaluation technique  ... 
doi:10.1109/icse-seip.2019.00019 dblp:conf/icse/LeongSPTM19 fatcat:h7rez24oz5a73hojfuukr2hcfu

A Framework for Continuous Regression and Integration Testing in IoT Systems based on Deep Learning and Searchbased Techniques

Noha Medhat, Sherin M. Moussa, Nagwa L. Badr, Mohamed F. Tolba
2020 IEEE Access  
In this paper, a scalable framework for continuous integration and regression testing in IoT-based systems (IoT-CIRTF) is proposed, based on IoT-related criteria for test case prioritization and selection  ...  The framework utilizes search-based techniques to provide an optimized prioritized set of test cases to select from.  ...  THE IOT CONTINUOUS INTEGRATION AND REGRESSION TESTING FRAMEWORK (IOT-CIRTF) In this study, an IoT-related framework for continuous integration and regression testing (IoT-CIRTF) is proposed based on a  ... 
doi:10.1109/access.2020.3039931 fatcat:6x3zl3r4cfgupnurigninxhoxa

Analyzing regression test selection techniques

G. Rothermel, M.J. Harrold
1996 IEEE Transactions on Software Engineering  
Recommended for acceptance by T. Ostrand. For information on obtaining Yeprints of this article, please send e-mail to: transse&, and reference IEEECS Log Number S95644.  ...  These categories form a framework for evaluation and comparison of regression test selection techniques.  ...  FRAMEWORK FOR ANALYZING REGRESSION TEST SELECTION TECHNIQUES In this section, we present our framework for analyzing regression test selection techniques.  ... 
doi:10.1109/32.536955 fatcat:xx42lwp77nb47gad4xsyqhgqye

Configuration aware prioritization techniques in regression testing

Xiao Qu
2009 2009 31st International Conference on Software Engineering - Companion Volume  
This research intends to provide a framework for configuration aware prioritization techniques, evaluated through empirical studies.  ...  Whereas problems such as test selection and prioritization at the test case level have been extensively researched in the regression testing literature, they have rarely been considered for configurations  ...  Regression Testing Techniques There has been a large body of work on traditional regression testing for both test case selection (e.g., [3, 10, 14] ) and test case prioritization (e.g., [6, 15] ).  ... 
doi:10.1109/icse-companion.2009.5071025 dblp:conf/icse/Qu09 fatcat:crc4ep5hbvezbgzkzh5l3tztcm

Trade-Off Analysis for Selective versus Brute-Force Regression Testing in FSMWeb

Anneliese Andrews, Hyunsook Do
2014 2014 IEEE 15th International Symposium on High-Assurance Systems Engineering  
This paper provides a tradeoff framework to determine whether selective regression testing or brute force regression testing is preferable.  ...  To illustrate how our tradeoff framework works for evaluating and choosing regression testing approaches for FSMWeb models, we use an example that has different modification scenarios in the FSMWeb model  ...  Together with the existing regression testing framework [11] , [12] Andrews et al. [10] form the basis for selective regression testing for FSMWeb.  ... 
doi:10.1109/hase.2014.33 dblp:conf/hase/AndrewsD14 fatcat:r42ks7upivfynkdk7ktdaiisti

An Intelligent Framework for Test Case Prioritization Using Evolutionary Algorithm

Mojtaba Raeisi Nejad Dobuneh, Dayang N.A. Jawawi
2016 Journal of Internet Computing and services  
In a software testing domain, test case prioritization techniques improve the performance of regression testing, and arrange test cases in such a way that maximum available faults be detected in a shorter  ...  three new techniques use to manage and put test cases in group by applying useful criteria for test case prioritization in web application regression testing.  ...  The calculated best weightage was applied to the selected test cases for validation. Evaluation of Fault Detection Rate For evaluation of FDR each criterion takes a weight based on importance.  ... 
doi:10.7472/jksii.2016.17.5.89 fatcat:mup6c5e2xjaxfdb65k2s3gahuy

Empirical evaluations of regression test selection techniques

Emelie Engström, Mats Skoglund, Per Runeson
2008 Proceedings of the Second ACM-IEEE international symposium on Empirical software engineering and measurement - ESEM '08  
They report on 38 unique studies (23 experiments and 15 case studies), and in total 32 different techniques for regression test selection are evaluated.  ...  In this paper we report on a systematic review of empirical evaluations of regression test selection techniques, published in major software engineering journals and conferences.  ...  -552 for a senior researcher position in software engineering.  ... 
doi:10.1145/1414004.1414011 dblp:conf/esem/EngstromSR08 fatcat:634dqa5u25eqvp4r7o5ob7pkhi

A systematic review on regression test selection techniques

Emelie Engström, Per Runeson, Mats Skoglund
2010 Information and Software Technology  
In total 28 techniques for regression test selection are evaluated.  ...  With the goal of finding a basis for further research in a joint industry-academia research project, we conducted a systematic review of empirical evaluations of regression test selection techniques.  ...  Rothermel proposed a framework for evaluation of regression test selection techniques [48] which have been used in some evaluations.  ... 
doi:10.1016/j.infsof.2009.07.001 fatcat:j35ed64eljbodezhprxh4sey5y

Surrogate Based Evolutionary Algorithm For Design Optimization

Maumita Bhattacharya
2007 Zenodo  
The proposed framework has been tested on several benchmark functions and the empirical results illustrate the advantages of the proposed technique.  ...  Optimization is often a critical issue for most system design problems. Evolutionary Algorithms are population-based, stochastic search techniques, widely used as efficient global optimizers.  ...  ACKNOWLEDGEMENT This work was partly supported by a Seed Grant funded by Charles Sturt University, Australia.  ... 
doi:10.5281/zenodo.1061280 fatcat:5fhdz6zpbjhynomrmuzmejkhpa

Web Service Testing Techniques: A Systematic Literature Review

Israr Ghani, Wan M.N., Ahmad Mustafa
2019 International Journal of Advanced Computer Science and Applications  
As for the significance, it can be said that web service testing technique are still broadly open for improvements. 445 | P a g e  After reading the abstract, the articles are identified  ...  One of the basic techniques to evaluate the quality of such systems is through testing.  ...  Test Method used for Testing Web Service This review found a number of known testing techniques completed for web service such as regression testing, model based testing, load testing, rule based testing  ... 
doi:10.14569/ijacsa.2019.0100858 fatcat:p6uowxealjg4pk4qrrv5ewvree
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