Integrating Mutation Testing Into Developer Workflow: An Industrial Case Study

Mutation testing is a potentially effective method to assess test suite adequacy. Researchers have made mutation testing more computationally efficient, and new frameworks are regularly emerging. However, there is still limited adoption of mutation testing in industry. We hypothesize that such adoption is hindered by a lack of guidance on how to effectively and efficiently utilize mutation testing in a development workflow. To that end, we have conducted an industrial case study exploring the technical challenges of implementing mutation testing in continuous integration, what information from mutation testing is of use to developers, and how that information should be presented (in textual and visual form). Our results reveal five technical challenges of integrating mutation testing and nine key findings regarding how the results of mutation testing are used and presented. We also offer a dashboard to visualize mutation testing results, as well as 16 recommendations for making effective use of mutation testing in practice1.

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Publication Details

Published
2024-10-18
DOI
https://doi.org/10.1145/3691620.3695273
Citations
1
Primary Topic
Software Testing and Debugging Techniques
Type
article
Field-Weighted Citation Impact
0.49
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article

Integrating Mutation Testing Into Developer Workflow: An Industrial Case Study

Francisco Gomes de Oliveira Neto, Gregory Gay, Kim Viggedal, Stefan Alexander van Heijningen et al.
1 citations
Software Testing and Debugging Techniques
0.49
article

Integrating Mutation Testing Into Developer Workflow: An Industrial Case Study

Francisco Gomes de Oliveira Neto, Gregory Gay, Kim Viggedal, Stefan Alexander van Heijningen, Theo Wiik, David Friberg
article en
1 citations

Abstract

Mutation testing is a potentially effective method to assess test suite adequacy. Researchers have made mutation testing more computationally efficient, and new frameworks are regularly emerging. However, there is still limited adoption of mutation testing in industry. We hypothesize that such adoption is hindered by a lack of guidance on how to effectively and efficiently utilize mutation testing in a development workflow. To that end, we have conducted an industrial case study exploring the technical challenges of implementing mutation testing in continuous integration, what information from mutation testing is of use to developers, and how that information should be presented (in textual and visual form). Our results reveal five technical challenges of integrating mutation testing and nine key findings regarding how the results of mutation testing are used and presented. We also offer a dashboard to visualize mutation testing results, as well as 16 recommendations for making effective use of mutation testing in practice1.

Zenuity (Sweden) (SE), Chalmers University of Technology (SE), University of Gothenburg (SE)
Openalex Percentile: Top 30%
Software Testing and Debugging Techniques
0.49
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Integrating Mutation Testing Into Developer Workflow: An Industrial Case Study — Francisco Gomes de Oliveira Neto, Gregory Gay, et al. · (2024) | TGRS Research Map | TGRS