Dynamic Tuning of OpenMP Memory Bound Applications in Multisocket Systems using MATE. - Jordi Alcaraz; Anna Sikora; Eduardo César (ICPP Workshops, 2018)

Hardware Counters' Space Reduction for Code Region Characterization. - Jordi Alcaraz; Anna Sikora; Eduardo César (Euro-Par, 2019)

Building representative and balanced datasets of OpenMP parallel regions. - Jordi Alcaraz; Steven Sleder; Ali Tehrani Jamsaz; Anna Sikora; Ali Jannesari; Joan Sorribes; Eduardo César (PDP, 2021)

Towards Automatic Generation of Performance Models for Dynamic Tuning using Machine Learning. - Jordi Alcaraz (2021)

Pattern-based Autotuning of OpenMP Loops using Graph Neural Networks. - Akash Dutta; Jordi Alcaraz; Ali TehraniJamsaz; Anna Sikora; Eduardo César; Ali Jannesari (AI4S, 2022)

Performance Optimization using Multimodal Modeling and Heterogeneous GNN. - Akash Dutta; Jordi Alcaraz; Ali TehraniJamsaz; Eduardo César; Anna Sikora; Ali Jannesari (HPDC, 2023)

Predicting number of threads using balanced datasets for openMP regions. - Jordi Alcaraz; Ali TehraniJamsaz; Akash Dutta; Anna Sikora; Ali Jannesari; Joan Sorribes; Eduardo César (Computing, 2023)

Efficient Code Region Characterization Through Automatic Performance Counters Reduction Using Machine Learning Techniques. - Suren Harutyunyan; Eduardo César; Anna Sikora; Jiri Filipovic; Akash Dutta; Ali Jannesari; Jordi Alcaraz (Euro-Par (1), 2024)