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Danilo Carastan-Santos
Danilo Carastan-Santos
Associate Professor (tenure) at University Grenoble Alpes
Verified email at univ-grenoble-alpes.fr - Homepage
Title
Cited by
Cited by
Year
Obtaining dynamic scheduling policies with simulation and machine learning
D Carastan-Santos, RY De Camargo
Proceedings of the International Conference for High Performance Computing …, 2017
542017
One can only gain by replacing EASY Backfilling: A simple scheduling policies case study
D Carastan-Santos, RY De Camargo, D Trystram, S Zrigui
2019 19th IEEE/ACM International Symposium on Cluster, Cloud and Grid …, 2019
362019
Finding exact hitting set solutions for systems biology applications using heterogeneous GPU clusters
D Carastan-Santos, RY de Camargo, DC Martins Jr, SW Song, ...
Future Generation Computer Systems 67, 418-429, 2017
172017
Real-time scheduling policy selection from queue and machine states
L Sant'Ana, D Carastan-Santos, D Cordeiro, R De Camargo
2019 19th IEEE/ACM International Symposium on Cluster, Cloud and Grid …, 2019
82019
A multi-GPU hitting set algorithm for GRNs inference
D Carastan-Santos, RY De Camargo, DC Martins, SW Song, ...
2015 15th IEEE/ACM International Symposium on Cluster, Cloud and Grid …, 2015
82015
Investigating memory prefetcher performance over parallel applications: From real to simulated
VS Girelli, FB Moreira, MS Serpa, D Carastan‐Santos, POA Navaux
Concurrency and Computation: Practice and Experience 33 (18), e6207, 2021
32021
Finding attractors in biological models based on boolean dynamical systems using hitting set
CRP Tovar, E Araújo, D Carastan-Santos, DC Martins, L Rozante
2019 IEEE 19th International Conference on Bioinformatics and Bioengineering …, 2019
32019
Accelerating machine learning algorithms with TensorFlow using thread mapping policies
MW Camargo, MS Serpa, D Carastan-Santos, A Carissimi, POA Navaux
High Performance Computing: 7th Latin American Conference, CARLA 2020 …, 2021
22021
Otimização de aplicações paralelas em aceleradores vetoriais nec sx-aurora
F Michels, M Serpa, D Carastan-Santos, L Schnorr, P Navaux
Anais do XXI Simpósio em Sistemas Computacionais de Alto Desempenho, 311-322, 2020
22020
A hybrid CPU‐GPU‐MIC algorithm for minimal hitting set enumeration
D Carastan‐Santos, DC Martins‐Jr, SW Song, LCS Rozante, ...
Concurrency and Computation: Practice and Experience 31 (18), e5087, 2019
22019
An experimental analysis of regression-obtained hpc scheduling heuristics
L Rosa, D Carastan-Santos, A Goldman
Workshop on Job Scheduling Strategies for Parallel Processing, 116-136, 2023
12023
A Hybrid CPU-GPU-MIC algorithm for the hitting set problem
D Carastan-Santos, DC Martins-Jr, LCS Rozante, SW Song, ...
Anais do XVIII Simpósio em Sistemas Computacionais de Alto Desempenho, 196-207, 2017
12017
On limits of Machine Learning techniques in the learning of scheduling policies
L de Sousa Rosa, D Carastan-Santos, A Goldman, D Trystram
Revista Eletrônica de Iniciação Científica em Computação 21 (2), 61-70, 2023
2023
Exploring Simplicity and Efficiency: Regression-based Scheduling Heuristics in HPC
L Rosa, D Carastan-Santos, A Goldman
Anais da XIV Escola Regional de Alto Desempenho de São Paulo, 41-44, 2023
2023
Social and environmental effects of post-COVID-19 Computer Science virtual conferencing: The Euro-Par case
D Carastan-Santos, K Rzadca, L Sousa, D Trystram
2023 International Conference on ICT for Sustainability (ICT4S), 132-141, 2023
2023
A multiple linear regression approach for understanding the trade-offs in learning HPC job scheduling heuristics
L de Sousa Rosa, D Carastan-Santos, A Goldman
2023
An experimental analysis of regression-obtained HPC scheduling heuristics
L de Sousa Rosa, D Carastan-Santos, A Goldman
2023
Understanding the Energy Consumption of HPC Scale Artificial Intelligence
D Carastan-Santos, THT Pham
Latin American High Performance Computing Conference, 131-144, 2022
2022
Short-term ambient temperature forecasting for smart heaters
D Carastan-Santos, AA Da Silva, A Goldman, A Mitra, Y Ngoko, ...
2021 IEEE Symposium on Computers and Communications (ISCC), 1-6, 2021
2021
Técnicas de otimização em Aceleradores Vetoriais NEC SX-Aurora
F Michels, M Serpa, D Carastan-Santos, L Schnorr, P Navaux
Anais da XXI Escola Regional de Alto Desempenho da Região Sul, 107-108, 2021
2021
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