Detail výsledku

Application of Evolutionary Algorithms for Optimization of Regression Suites

KEKELYOVÁ, M.; ZACHARIÁŠOVÁ, M.; KOTÁSEK, Z.; HRUŠKA, T. Application of Evolutionary Algorithms for Optimization of Regression Suites. In IEEE 18th International Symposium on Design and Diagnostics of Electronic Circuits and Systems. Belgrade: IEEE Computer Society, 2015. p. 91-94. ISBN: 978-1-4799-6779-7.
Typ
článek ve sborníku konference
Jazyk
anglicky
Autoři
Belešová Michaela, Ing., UPSY (FIT)
Zachariášová Marcela, Ing., Ph.D., FIT (FIT), UPSY (FIT)
Kotásek Zdeněk, doc. Ing., CSc., UPSY (FIT), UTKO (FEKT)
Hruška Tomáš, prof. Ing., CSc., UIFS (FIT)
Abstrakt

Regression test suites are necessary to ensure that
changes to the system made after bug fixes or reimplementation
have not broken the intended functionality. However, because of
the complexity of current hardware systems, it is desirable to have optimized regression suites that provide the highest verification coverage with minimal simulation time and resources. In this paper, we introduce a coverage-directed optimization algorithm for creating optimized regression suites from verification stimuli that were evaluated in simulation-based verification environment. The results of our experiments show that the quality and the size of the final regression suites are significantly improved in comparison to the original test suit. For our experimental system, we were able to eliminate 94.4% redundant stimuli from the original test suite while retaining the same level of functional coverage.

Klíčová slova

genetic algorithm
optimization
regression tests

Rok
2015
Strany
91–94
Sborník
IEEE 18th International Symposium on Design and Diagnostics of Electronic Circuits and Systems
Konference
IEEE International Symposium on Design and Diagnostics of Electronic Circuits and Systems 2015
ISBN
978-1-4799-6779-7
Vydavatel
IEEE Computer Society
Místo
Belgrade
DOI
10.1109/DDECS.2015.42
EID Scopus
2-s2.0-84954138365
BibTeX 
@inproceedings{BUT119863,
  author="Michaela {Belešová} and Marcela {Zachariášová} and Zdeněk {Kotásek} and Tomáš {Hruška}",
  title="Application of Evolutionary Algorithms for Optimization of Regression Suites",
  booktitle="IEEE 18th International Symposium on Design and Diagnostics of Electronic Circuits and Systems",
  year="2015",
  pages="91--94",
  publisher="IEEE Computer Society",
  address="Belgrade",
  doi="10.1109/DDECS.2015.42",
  isbn="978-1-4799-6779-7"
}
Projekty
Architektury paralelních a vestavěných počítačových systémů, VUT, Vnitřní projekty VUT, FIT-S-14-2297, zahájení: 2014-01-01, ukončení: 2016-12-31, ukončen
Centrum excelence IT4Innovations, MŠMT, Operační program Výzkum a vývoj pro inovace, ED1.1.00/02.0070, zahájení: 2011-01-01, ukončení: 2015-12-31, ukončen
Pracoviště
Ústav informačních systémů (UIFS)
Ústav počítačových systémů (UPSY)
Nahoru