Continuous Domain Input Abstraction and Fault Detection Capability in Combinatorial Testing

Yavuz Koroglu; Franz Wotawa

doi:10.1109/ASEW60602.2023.00027

Continuous Domain Input Abstraction and Fault Detection Capability in Combinatorial Testing

Yavuz Koroglu, Franz Wotawa

Institut für Softwaretechnologie (7160)

Publikation: Beitrag in Buch/Bericht/Konferenzband › Beitrag in einem Konferenzband › Begutachtung

Abstract

Combinatorial Testing (CT) is a fundamental approach for testing varying applications ranging from mobile applications to autonomous driving. Input modeling is a prerequisite to CT. When the input domain is continuous, abstraction is necessary to generate a CT test suite. In this study, we discuss three novel, work-in-progress research avenues. With these avenues, we aim to maximize the fault detection capability of CT test suites through continuous domain input abstraction optimization. We motivate our research on abstraction by demonstrating how it affects the fault detection capability of CT test suites on three audio plugin implementations. Overall, continuous domain input abstraction optimization remains a promising open challenge.

Originalsprache	englisch
Titel	Proceedings - 2023 38th IEEE/ACM International Conference on Automated Software Engineering Workshops, ASEW 2023
Herausgeber (Verlag)	Institute of Electrical and Electronics Engineers
Seiten	167-170
Seitenumfang	4
ISBN (elektronisch)	9798350330328
DOIs	https://doi.org/10.1109/ASEW60602.2023.00027
Publikationsstatus	Veröffentlicht - 2023
Veranstaltung	38th IEEE/ACM International Conference on Automated Software Engineering Workshops: ASEW 2023 - Echternach, Luxemburg Dauer: 11 Sept. 2023 → 15 Sept. 2023

Konferenz

Konferenz	38th IEEE/ACM International Conference on Automated Software Engineering Workshops
Kurztitel	ASEW 2023
Land/Gebiet	Luxemburg
Ort	Echternach
Zeitraum	11/09/23 → 15/09/23

ASJC Scopus subject areas

Steuerung und Optimierung
Software
Sicherheit, Risiko, Zuverlässigkeit und Qualität

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10.1109/ASEW60602.2023.00027

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Continuous Domain Input Abstraction and Fault Detection Capability in Combinatorial Testing. / Koroglu, Yavuz ; Wotawa, Franz.
Proceedings - 2023 38th IEEE/ACM International Conference on Automated Software Engineering Workshops, ASEW 2023. Institute of Electrical and Electronics Engineers, 2023. S. 167-170.

Publikation: Beitrag in Buch/Bericht/Konferenzband › Beitrag in einem Konferenzband › Begutachtung

Koroglu, Y & Wotawa, F 2023, Continuous Domain Input Abstraction and Fault Detection Capability in Combinatorial Testing. in Proceedings - 2023 38th IEEE/ACM International Conference on Automated Software Engineering Workshops, ASEW 2023. Institute of Electrical and Electronics Engineers, S. 167-170, 38th IEEE/ACM International Conference on Automated Software Engineering Workshops, Echternach, Luxemburg, 11/09/23. https://doi.org/10.1109/ASEW60602.2023.00027

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abstract = "Combinatorial Testing (CT) is a fundamental approach for testing varying applications ranging from mobile applications to autonomous driving. Input modeling is a prerequisite to CT. When the input domain is continuous, abstraction is necessary to generate a CT test suite. In this study, we discuss three novel, work-in-progress research avenues. With these avenues, we aim to maximize the fault detection capability of CT test suites through continuous domain input abstraction optimization. We motivate our research on abstraction by demonstrating how it affects the fault detection capability of CT test suites on three audio plugin implementations. Overall, continuous domain input abstraction optimization remains a promising open challenge.",

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Continuous Domain Input Abstraction and Fault Detection Capability in Combinatorial Testing

Abstract

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ASJC Scopus subject areas

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