Diogo Marques

According to our database, Diogo Marques authored at least 9 papers between 2017 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

SpEpistasis: A sparse approach for three-way epistasis detection.

Diogo Marques, Leonel Sousa, Aleksandar Ilic

J. Parallel Distributed Comput., 2025

2023

Sparse-Aware CARM: Rooflining Locality of Sparse Computations.

Afonso Coutinho, Diogo Marques, Leonel Sousa, Aleksandar Ilic

Proceedings of the Euro-Par 2023: Parallel Processing Workshops - Euro-Par 2023 International Workshops, Limassol, Cyprus, August 28, 2023

Interpreting High Order Epistasis Using Sparse Transformers.

Miguel Graça, Diogo Marques, Sergio Santander-Jiménez, Leonel Sousa, Aleksandar Ilic

Proceedings of the IEEE/ACM Conference on Connected Health: Applications, 2023

2022

Unlocking Personalized Healthcare on Modern CPUs/GPUs: Three-way Gene Interaction Study.

Diogo Marques, Rafael Campos, Sergio Santander-Jiménez, Zakhar Matveev, Leonel Sousa, Aleksandar Ilic

Proceedings of the 2022 IEEE International Parallel and Distributed Processing Symposium, 2022

2021

Mansard Roofline Model: Reinforcing the Accuracy of the Roofs.

Diogo Marques, Aleksandar Ilic, Leonel Sousa

ACM Trans. Model. Perform. Evaluation Comput. Syst., 2021

2020

Application-driven Cache-Aware Roofline Model.

Diogo Marques, Aleksandar Ilic, Zakhar A. Matveev, Leonel Sousa

Future Gener. Comput. Syst., 2020

Heterogeneous CPU+iGPU Processing for Efficient Epistasis Detection.

Rafael Campos, Diogo Marques, Sergio Santander-Jiménez, Leonel Sousa, Aleksandar Ilic

Proceedings of the Euro-Par 2020: Parallel Processing, 2020

2017

Analyzing Performance of Multi-cores and Applications with Cache-aware Roofline Model.

Diogo Marques, Helder Duarte, Leonel Sousa, Aleksandar Ilic

Proceedings of the 2017 International Conference on High Performance Computing & Simulation, 2017

Performance Analysis with Cache-Aware Roofline Model in Intel Advisor.

Diogo Marques, Helder Duarte, Aleksandar Ilic, Leonel Sousa, Roman Belenov, Philippe Thierry, Zakhar A. Matveev

Proceedings of the 2017 International Conference on High Performance Computing & Simulation, 2017