Improving backfilling by using machine learning to predict running times. - Éric Gaussier; David Glesser; Valentin Reis; Denis Trystram (SC, 2015)

An Automatic Tuning System for Solving NP-Hard Problems in Clouds. - Yanik Ngoko; Denis Trystram; Valentin Reis; Christophe Cérin (IPDPS Workshops, 2016)

Tuning EASY-Backfilling Queues. - Jérôme Lelong; Valentin Reis; Denis Trystram (JSSPP, 2017)

Online Tuning of EASY-Backfilling using Queue Reordering Policies. - Éric Gaussier; Jérôme Lelong; Valentin Reis; Denis Trystram (IEEE Trans. Parallel Distributed Syst., 2018)

Learning to control large-scale parallel platforms. (Apprentissage pour le contrôle de plateformes parallèles à large échelle). - Valentin Reis (2018)

Sustaining Performance While Reducing Energy Consumption: A Control Theory Approach. - Sophie Cerf; Raphaël Bleuse; Valentin Reis; Swann Perarnau; Éric Rutten (Euro-Par, 2021)