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Matheus da Silva Serpa
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Optimizing machine learning algorithms on multi-core and many-core architectures using thread and data mapping
MS Serpa, AM Krause, EHM Cruz, POA Navaux, M Pasin, P Felber
2018 26th Euromicro International Conference on Parallel, Distributed and …, 2018
222018
Memory performance and bottlenecks in multicore and gpu architectures
MS Serpa, FB Moreira, POA Navaux, EHM Cruz, M Diener, D Griebler, ...
2019 27th Euromicro International Conference on Parallel, Distributed and …, 2019
182019
Simulation-based evaluation of school reopening strategies during COVID-19: A case study of São Paulo, Brazil
EHM Cruz, JM Maciel, CL Clozato, MS Serpa, POA Navaux, E Meneses, ...
Epidemiology & Infection 149, e118, 2021
142021
Optimization strategies for geophysics models on manycore systems
MS Serpa, EHM Cruz, M Diener, AM Krause, POA Navaux, J Panetta, ...
The International Journal of High Performance Computing Applications 33 (3 …, 2019
142019
Strategies to improve the performance of a geophysics model for different manycore systems
MS Serpa, EHM Cruz, M Diener, AM Krause, A Farrés, C Rosas, J Panetta, ...
2017 International Symposium on Computer Architecture and High Performance …, 2017
122017
An unsupervised learning approach for I/O behavior characterization
PJ Pavan, JL Bez, MS Serpa, FZ Boito, POA Navaux
2019 31st International Symposium on Computer Architecture and High …, 2019
82019
Improving communication and load balancing with thread mapping in manycore systems
EHM Cruz, M Diener, MS Serpa, POA Navaux, L Pilla, I Koren
2018 26th Euromicro International Conference on Parallel, Distributed and …, 2018
82018
Challenges in high-performance computing
POA Navaux, AF Lorenzon, M da Silva Serpa
Journal of the Brazilian Computer Society 29 (1), 51-62, 2023
72023
Energy efficiency and portability of oil and gas simulations on multicore and graphics processing unit architectures
MS Serpa, PJ Pavan, EHM Cruz, RL Machado, J Panetta, A Azambuja, ...
Concurrency and Computation: Practice and Experience 33 (18), e6212, 2021
62021
Task-Based Parallel Strategies for CFD Application in Heterogeneous CPU/GPU Resources
LL Nesi, MS Serpa, LM Schnorr, POA Navaux
6*2020
Smart resource allocation of concurrent execution of parallel applications
VS da Silva, AGD Nogueira, EC de Lima, HMG de A. Rocha, MS Serpa, ...
Concurrency and Computation: Practice and Experience 35 (17), e6600, 2023
52023
Optimizing the edp of openmp applications via concurrency throttling and frequency boosting
SMVN Marques, MS Serpa, AN Muñoz, FD Rossi, MC Luizelli, ...
Journal of Systems Architecture 123, 102379, 2022
52022
Non-uniform partitioning for collaborative execution on heterogeneous architectures
G Freytag, MS Serpa, JVF Lima, P Rech, POA Navaux
2019 31st International Symposium on Computer Architecture and High …, 2019
52019
Improving performance and energy efficiency of geophysics applications on GPU architectures
PJ Pavan, MS Serpa, ED Carreño, V Martínez, EL Padoin, POA Navaux, ...
High Performance Computing: 5th Latin American Conference, CARLA 2018 …, 2019
52019
Combining thread throttling and mapping to optimize the edp of parallel applications
GP Berned, TS Medeiros, M Serpa, FD Rossi, MC Luizelli, PO Navaux, ...
2021 29th Euromicro International Conference on Parallel, Distributed and …, 2021
42021
Offloading the training of an i/o access pattern detector to the cloud
CA Künas, MS Serpa, JL Bez, EL Padoin, POA Navaux
2021 International Symposium on Computer Architecture and High Performance …, 2021
32021
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
Collaborative execution of fluid flow simulation using non-uniform decomposition on heterogeneous architectures
G Freytag, MS Serpa, JVF Lima, P Rech, POA Navaux
Journal of Parallel and Distributed Computing 152, 11-20, 2021
32021
The impact of CPU frequency scaling on power consumption of computing infrastructures
AM Garcia, M Serpa, D Griebler, C Schepke, LGL Fernandes, ...
International Conference on Computational Science and Its Applications, 142-157, 2020
32020
Challenges on porting lattice boltzmann method on accelerators: Nvidia graphic processing units and intel xeon phi
C Schepke, JVF Lima, MS Serpa
Analysis and Applications of Lattice Boltzmann Simulations, 30-53, 2018
32018
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Articles 1–20