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

Graz University of Technology

Araştırma sonucu: Kitap/Rapor/Konferans Bildirisinde Bölüm › Konferans katkısı › bilirkişi

1 Atıf (Scopus)

Özet

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.

Orijinal dil	İngilizce
Ana bilgisayar yayını başlığı	Proceedings - 2023 38th IEEE/ACM International Conference on Automated Software Engineering Workshops, ASEW 2023
Yayınlayan	Institute of Electrical and Electronics Engineers Inc.
Sayfalar	167-170
Sayfa sayısı	4
ISBN (Elektronik)	9798350330328
DOI'lar	https://doi.org/10.1109/ASEW60602.2023.00027
Yayın durumu	Yayınlandı - 2023
Harici olarak yayınlandı	Evet
Etkinlik	38th IEEE/ACM International Conference on Automated Software Engineering Workshops, ASEW 2023 - Echternach, Luxembourg Süre: 11 Eyl 2023 → 15 Eyl 2023

Yayın serisi

Adı	Proceedings - 2023 38th IEEE/ACM International Conference on Automated Software Engineering Workshops, ASEW 2023

???event.eventtypes.event.conference???

???event.eventtypes.event.conference???	38th IEEE/ACM International Conference on Automated Software Engineering Workshops, ASEW 2023
Ülke/Bölge	Luxembourg
Şehir	Echternach
Periyot	11/09/23 → 15/09/23

Bibliyografik not

Publisher Copyright:
© 2023 IEEE.

Belgeye Erişim

10.1109/ASEW60602.2023.00027

Diğer Dosyalar ve Linkler

Link to publication in Scopus

Alıntı Yap

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 (pp. 167-170). (Proceedings - 2023 38th IEEE/ACM International Conference on Automated Software Engineering Workshops, ASEW 2023). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ASEW60602.2023.00027

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

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title = "Continuous Domain Input Abstraction and Fault Detection Capability in Combinatorial Testing",

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.",

keywords = "abstraction, combinatorial testing, continuous domain input models, mutation testing",

author = "Yavuz Koroglu and Franz Wotawa",

note = "Publisher Copyright: {\textcopyright} 2023 IEEE.; 38th IEEE/ACM International Conference on Automated Software Engineering Workshops, ASEW 2023 ; Conference date: 11-09-2023 Through 15-09-2023",

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doi = "10.1109/ASEW60602.2023.00027",

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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. Proceedings - 2023 38th IEEE/ACM International Conference on Automated Software Engineering Workshops, ASEW 2023, Institute of Electrical and Electronics Engineers Inc., pp. 167-170, 38th IEEE/ACM International Conference on Automated Software Engineering Workshops, ASEW 2023, Echternach, Luxembourg, 11/09/23. https://doi.org/10.1109/ASEW60602.2023.00027

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 Inc., 2023. p. 167-170 (Proceedings - 2023 38th IEEE/ACM International Conference on Automated Software Engineering Workshops, ASEW 2023).

Araştırma sonucu: Kitap/Rapor/Konferans Bildirisinde Bölüm › Konferans katkısı › bilirkişi

TY - GEN

T1 - Continuous Domain Input Abstraction and Fault Detection Capability in Combinatorial Testing

AU - Koroglu, Yavuz

AU - Wotawa, Franz

PY - 2023

Y1 - 2023

N2 - 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.

AB - 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.

KW - abstraction

KW - combinatorial testing

KW - continuous domain input models

KW - mutation testing

UR - https://www.scopus.com/pages/publications/85178504837

U2 - 10.1109/ASEW60602.2023.00027

DO - 10.1109/ASEW60602.2023.00027

M3 - Conference contribution

AN - SCOPUS:85178504837

T3 - Proceedings - 2023 38th IEEE/ACM International Conference on Automated Software Engineering Workshops, ASEW 2023

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BT - Proceedings - 2023 38th IEEE/ACM International Conference on Automated Software Engineering Workshops, ASEW 2023

PB - Institute of Electrical and Electronics Engineers Inc.

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Y2 - 11 September 2023 through 15 September 2023

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Koroglu Y, Wotawa F. 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 Inc. 2023. p. 167-170. (Proceedings - 2023 38th IEEE/ACM International Conference on Automated Software Engineering Workshops, ASEW 2023). doi: 10.1109/ASEW60602.2023.00027

Continuous Domain Input Abstraction and Fault Detection Capability in Combinatorial Testing

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