Machine Learning and Configurable Systems: A Gentle Introduction - INRIA - Institut National de Recherche en Informatique et en Automatique Accéder directement au contenu
Communication Dans Un Congrès Année : 2020

Machine Learning and Configurable Systems: A Gentle Introduction

Résumé

The goal of this tutorial is to give a gentle introduction to how machine learning can be used to support software product line conguration. This is our second practical tutorial in this trending eld. The tutorial is based on a systematic literature review and includes practical tasks (specialization, performance and bug prediction) on real-world systems (Linux, VaryLaTeX, x264). The material is designed for academics and practitioners with basic knowledge in software product lines and machine learning.
Fichier principal
Vignette du fichier
SPLC_2020_Tutorial_CR (1).pdf (322.04 Ko) Télécharger le fichier
Origine : Fichiers produits par l'(les) auteur(s)

Dates et versions

hal-03020125 , version 1 (24-11-2020)

Identifiants

Citer

Juliana Alves Pereira, Hugo Martin, Paul Temple, Mathieu Acher. Machine Learning and Configurable Systems: A Gentle Introduction. SPLC 2020 - 24th ACM International Systems and Software Product Line Conference, Oct 2020, Montreal, Canada. pp.1, ⟨10.1145/3382025.3414976⟩. ⟨hal-03020125⟩
55 Consultations
159 Téléchargements

Altmetric

Partager

Gmail Facebook X LinkedIn More