Test Automation Process Improvement in a DevOps Team: Experience Report
Open accessAbstract
How to successfully conduct test automation process improvement (TAPI) for continuous development, consisting of iterative software development, continuous testing, and delivery, is the challenge faced by many software organizations. In this paper, we present an experience report on TAPI in one DevOps team in F-Secure (a Finnish software company). The team builds Windows application software and exists in F-Secure's TAPI culture. The team self-reports high satisfaction and maturity in test automation for continuous development. To study their TAPI, we reviewed a collection of experience notes, team reflection reports and telemetry result reports. Then several meetings were held to discuss the details. We found that based on the understanding of the team, test automation maturity for continuous development is defined as a set of indicators, e.g., the increasing speed to release, improving the productivity of the team, high test efficiency. Second, the team indicated that a set of critical success factors have a major impact on successfully carrying out its TAPI, e.g., incremental approach, the whole team effort, test tool choice and architecture, telemetry. Third, we compare the TAPI practices in the observed team with the practices described in prior literature. The team believes that the existing test automation maturity approaches should include the identified practices like the whole team effort to build a more comprehensive test automation improvement model for the software industry.
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The testing cycle can be shortened by utilising the most recent tools and services.
“They discovered that the testing cycle can be shortened by utilising the most recent tools and services.”
From Challenges and Solutions in Implementing Continuous Integration and Continuous Testing for Agile Quality Assurance (2023) · cites this paper as [112]
The perceived success factors section (p. 5) reports that a test-lab tool provisioned environments in five seconds and that the team replaced test tools when better options appeared. This supports a narrower point about faster test setup and adaptable tool choice, but the paper does not establish that using the most recent tools and services shortened the overall testing cycle. (LLM, conf=0.82)
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When and what to automate in software testing? A multi-vocal literature review
Garousi, V., & Mäntylä, M. V. (2016) · Information and Software Technology · doi:10.1016/j.infsof.2016.04.015 · Cited by 182 · see citing works
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- [1][1] J. Kroll, I. Richardson, R. Prikladnicki, and J. L. Audy, 'Empirical evidence in follow the sun software development: A systematic mapping study,' Information and Software Technology , vol. 93, pp. 30-44, 2018. -
- [2][2] D. M. Rafi, K. R. K. Moses, K. Petersen, and M. V. M¨ antyl¨ a, 'Benefits and limitations of automated software testing: Systematic literature review and practitioner survey,' in Proceedings of the 7th International Workshop on Automation of Software Test . IEEE Press, 2012, pp. 3642. -
- [3][3] K. Wiklund, S. Eldh, D. Sundmark, and K. Lundqvist, 'Technical debt in test automation,' in 2012 IEEE Fifth International Conference on Software Testing, Verification and Validation . IEEE, 2012, pp. 887892. -
- [5][5] S. Eldh, K. Andersson, A. Ermedahl, and K. Wiklund, 'Towards a test automation improvement model (taim),' in 2014 IEEE Seventh International Conference on Software Testing, Verification and Validation Workshops . IEEE, 2014, pp. 337-342. -
- [6][6] A. Furtado, S. Meira, and M. Gomes, 'Towards a maturity model in software testing automation,' in The Ninth International Conference on Software Engineering Advances , 2014, pp. 282-285. -
- [8][8] J. Kasurinen, O. Taipale, and K. Smolander, 'Software test automation in practice: empirical observations,' Advances in Software Engineering , vol. 2010, 2010. -
- [11][11] Y. Wang, M. M¨ antyl¨ a, S. Eldh, J. Markkula, K. Wiklund, T. Kairi, P. Raulamo-Jurvanen, and A. Haukinen, 'A self-assessment instrument for assessing test automation maturity,' in Proceedings of the Evaluation and Assessment on Software Engineering . ACM, 2019, pp. 145-154. -
- [12][12] Y. Wang, 'Test automation maturity assessment,' in 2018 IEEE 11th International Conference on Software Testing, Verification and Validation (ICST) . IEEE, 2018, pp. 424-425. -
- [13][13] V. Garousi, M. Felderer, and T. Hacalo˘ glu, 'Software test maturity assessment and test process improvement: A multivocal literature review,' Information and Software Technology , vol. 85, pp. 16-42, 2017. -
- [14][14] K. Hrabovsk´ a, B. Rossi, and T. Pitner, 'Software testing process models benefits & drawbacks: a systematic literature review,' arXiv preprint arXiv:1901.01450 , 2019. - · arXiv
- [15][15] P. Pocatilu, 'Automated software testing process,' Economy Informatics , vol. 1, pp. 97-99, 2002. -
- [16][16] V. Garousi and F. Elberzhager, 'Test automation: not just for test execution,' IEEE Software , vol. 34, no. 2, pp. 90-96, 2017. -
- [21][21] K. Karhu, T. Repo, O. Taipale, and K. Smolander, 'Empirical observations on software testing automation,' in 2009 International Conference on Software Testing Verification and Validation . IEEE, 2009, pp. 201209. -
- [23][23] D. Graham and M. Fewster, Experiences of test automation: case studies of software test automation . Addison-Wesley Professional, 2012. -
- [25][25] D. S. Cruzes and T. Dyba, 'Recommended steps for thematic synthesis in software engineering,' in 2011 International Symposium on Empirical Software Engineering and Measurement . IEEE, 2011, pp. 275-284. -
- [26][26] M. Kechagia, D. Mitropoulos, and D. Spinellis, 'Charting the api minefield using software telemetry data,' Empirical Software Engineering , vol. 20, no. 6, pp. 1785-1830, 2015. -
- [27][27] M. Fewster and D. Graham, Software test automation . Addison-Wesley Reading, 1999. -
- [28][28] C. Persson and N. Yilmazturk, 'Establishment of automated regression testing at abb: industrial experience report on'avoiding the pitfalls',' in Proceedings of the 19th IEEE international conference on Automated software engineering . IEEE Computer Society, 2004, pp. 112-121. -
- [29][29] M. Grindal, J. Offutt, and J. Mellin, 'On the testing maturity of software producing organizations,' in Testing: Academic & Industrial ConferencePractice And Research Techniques (TAIC PART'06) . IEEE, 2006, pp. 171-180. -
- [32][32] E. Collins, A. Dias-Neto, and V. F. de Lucena Jr, 'Strategies for agile software testing automation: An industrial experience,' in 2012 IEEE 36th Annual Computer Software and Applications Conference Workshops . IEEE, 2012, pp. 440-445. -
- [33][33] P. Raulamo-Jurvanen, M. M¨ antyl¨ a, and V. Garousi, 'Choosing the right test automation tool: a grey literature review of practitioner sources,' in Proceedings of the 21st International Conference on Evaluation and Assessment in Software Engineering . ACM, 2017, pp. 21-30. -
- [34][34] C. Wohlin, P. Runeson, M. H¨ ost, M. C. Ohlsson, B. Regnell, and A. Wessl´ en, Experimentation in software engineering . Springer Science & Business Media, 2012.
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Bhanushali, A. (2023) · International Journal of Science and Research (IJSR) · doi:10.21275/sr231021114758 · Cited by 11 · see citing works
- Authors
- Wang, Y., Pyhajarvi, M., & Mantyla, M. V.
- Affiliations
- University of Oulu (FI)
- ORCID
- Wang, Yuqing
- Venue
- 2020 IEEE International Conference on Software Testing, Verification and Validation Workshops (ICSTW)
- Publisher
- IEEE
- Published
- 2020-10
- Pages
- 314-321
- OpenAlex
- W3016376596
- Cited by
- 12
- References
- 1
- Citations by year
- 2025: 1 · 2024: 1 · 2023: 3 · 2022: 6 · 2021: 1
- FWCI
- 1.90
- Type
- conference paper
- Language
- en
- Open access
- green
- arxiv.org
- Licence
- Locations
- IEEE International Conference on Software Testing, Verification and Validation Workshops (ICSTW) (publishedVersion)
- arXiv (Cornell University) (submittedVersion)
- arXiv (Cornell University)
- Topics
- Physical Sciences › Computer Science › Information Systems › Software Engineering Techniques and Practices
- Physical Sciences › Computer Science › Software › Software Testing and Debugging Techniques
- Physical Sciences › Computer Science › Computer Networks and Communications › Software System Performance and Reliability
- Keywords
- DevOps, continuous development, continuous testing, success factors, telemetry, test architecture, incremental method, release speed, test efficiency
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