TY - GEN
T1 - Machine learning and configurable systems
T2 - 23rd International Systems and Software Product Line Conference, SPLC 2019, co-located with the 13th European Conference on Software Architecture, ECSA 2019
AU - Martin, Hugo
AU - Pereira, Juliana Alves
AU - Acher, Mathieu
AU - Temple, Paul
N1 - Publisher Copyright:
© 2019 ACM.
PY - 2019/9/9
Y1 - 2019/9/9
N2 - The goal of this tutorial is to give an introduction to how machine learning can be used to support activities related to the engineering of configurable systems and software product lines. To the best of our knowledge, this is the first practical tutorial in this trending field. The tutorial is based on a systematic literature review and includes practical tasks (specialization, performance prediction) on real-world systems (VaryLaTeX, x264).
AB - The goal of this tutorial is to give an introduction to how machine learning can be used to support activities related to the engineering of configurable systems and software product lines. To the best of our knowledge, this is the first practical tutorial in this trending field. The tutorial is based on a systematic literature review and includes practical tasks (specialization, performance prediction) on real-world systems (VaryLaTeX, x264).
KW - Configurable systems
KW - Machine learning
KW - Software product lines
UR - https://www.scopus.com/pages/publications/85123042973
U2 - 10.1145/3336294.3342383
DO - 10.1145/3336294.3342383
M3 - Conference contribution
AN - SCOPUS:85123042973
T3 - ACM International Conference Proceeding Series
BT - SPLC 2019 - 23rd International Systems and Software Product Line Conference
A2 - Berger, Thorsten
A2 - Collet, Philippe
A2 - Duchien, Laurence
A2 - Fogdal, Thomas
A2 - Heymans, Patrick
A2 - Kehrer, Timo
A2 - Martinez, Jabier
A2 - Mazo, Raul
A2 - Montalvillo, Leticia
A2 - Salinesi, Camille
A2 - Ternava, Xhevahire
A2 - Thum, Thomas
A2 - Ziadi, Tewfik
PB - Association for Computing Machinery
Y2 - 9 September 2019 through 13 September 2019
ER -