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ORCIDMatheus S. Serpa
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- affiliation: Federal University of Rio Grande do Sul, Porto Alegre, Brazil
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2020 – today
- 2023
[j9]Matheus S. Serpa
, Eduardo H. M. Cruz, Matthias Diener, Arthur Francisco Lorenzon, Antonio C. S. Beck, Philippe O. A. Navaux:
Mitigating execution unit contention in parallel applications using instruction-aware mapping. Concurr. Comput. Pract. Exp. 35(17) (2023)- [j8]Vinicius S. da Silva, Angelo G. D. Nogueira, Everton Camargo de Lima, Hiago Mayk G. de A. Rocha, Matheus S. Serpa, Marcelo Caggiani Luizelli, Fábio D. Rossi, Philippe O. A. Navaux, Antonio Carlos Schneider Beck, Arthur Francisco Lorenzon:
Smart resource allocation of concurrent execution of parallel applications. Concurr. Comput. Pract. Exp. 35(17) (2023) - [j7]Philippe Olivier Alexandre Navaux, Arthur Francisco Lorenzon, Matheus da Silva Serpa:
Challenges in High-Performance Computing. J. Braz. Comput. Soc. 29(1): 51-62 (2023) - 2022
- [j6]Sandro Matheus V. N. Marques, Matheus S. Serpa, Antoni Navarro Muñoz, Fábio D. Rossi, Marcelo Caggiani Luizelli, Philippe O. A. Navaux, Antonio Carlos Schneider Beck, Arthur Francisco Lorenzon:
Optimizing the EDP of OpenMP applications via concurrency throttling and frequency boosting. J. Syst. Archit. 123: 102379 (2022) - [c22]Cristiano A. Künas, Dayla R. Pinto, Lisandro Z. Granville, Matheus S. Serpa, Edson L. Padoin, Philippe O. A. Navaux:
Edge Computing versus Cloud Computing: Impact on Retinal Image Pre-processing. SBAC-PADW 2022: 51-56 - 2021
- [j5]Valéria Soldera Girelli, Francis B. Moreira, Matheus S. Serpa, Danilo Carastan-Santos, Philippe O. A. Navaux:
Investigating memory prefetcher performance over parallel applications: From real to simulated. Concurr. Comput. Pract. Exp. 33(18) (2021) - [j4]Matheus S. Serpa, Pablo J. Pavan, Eduardo H. M. Cruz, Rodrigo L. Machado, Jairo Panetta, Antônio Azambuja, Alexandre S. Carissimi, Philippe O. A. Navaux:
Energy efficiency and portability of oil and gas simulations on multicore and graphics processing unit architectures. Concurr. Comput. Pract. Exp. 33(18) (2021) - [j3]Gabriel Freytag, Matheus S. Serpa, João V. F. Lima, Paolo Rech, Philippe O. A. Navaux:
Collaborative execution of fluid flow simulation using non-uniform decomposition on heterogeneous architectures. J. Parallel Distributed Comput. 152: 11-20 (2021) - [c21]Cristiano A. Künas, Matheus S. Serpa, Edson Luiz Padoin, Philippe O. A. Navaux:
Improving Performance of Long Short-Term Memory Networks for Sentiment Analysis Using Multicore and GPU Architectures. CARLA 2021: 34-47 - [c20]André Ramos Carneiro, Matheus S. Serpa, Philippe O. A. Navaux:
Lightweight Deep Learning Applications on AVX-512. ISCC 2021: 1-6 - [c19]Sandro M. Marques, Thiarles S. Medeiros, Matheus S. Serpa, Fábio D. Rossi, Marcelo Caggiani Luizelli, Philippe O. A. Navaux, Antonio Carlos Schneider Beck, Arthur Francisco Lorenzon:
Optimizing Parallel Applications via Dynamic Concurrency Throttling and Turbo Boosting. PDP 2021: 153-160 - [c18]Gustavo P. Berned, Thiarles S. Medeiros, Matheus S. Serpa, Fábio D. Rossi, Marcelo Caggiani Luizelli, Philippe O. A. Navaux, Antonio Carlos Schneider Beck, Arthur Francisco Lorenzon:
Combining Thread Throttling and Mapping to Optimize the EDP of Parallel Applications. PDP 2021: 177-180 - [c17]Cristiano A. Künas, Matheus S. Serpa, Jean Luca Bez, Edson L. Padoin, Philippe O. A. Navaux:
Offloading the Training of an I/O Access Pattern Detector to the Cloud. SBAC-PAD (Workshops) 2021: 15-19 - 2020
- [j2]Lucas Leandro Nesi, Matheus da Silva Serpa, Lucas Mello Schnorr, Philippe Olivier Alexandre Navaux:
Task-based parallel strategies for computational fluid dynamic application in heterogeneous CPU/GPU resources. Concurr. Comput. Pract. Exp. 32(20) (2020) - [c16]Matheus W. Camargo, Matheus S. Serpa, Danilo Carastan-Santos, Alexandre Carissimi, Philippe O. A. Navaux:
Accelerating Machine Learning Algorithms with TensorFlow Using Thread Mapping Policies. CARLA 2020: 62-70 - [c15]Adriano Marques Garcia, Matheus S. Serpa, Dalvan Griebler, Claudio Schepke, Luiz G. L. Fernandes, Philippe O. A. Navaux:
The Impact of CPU Frequency Scaling on Power Consumption of Computing Infrastructures. ICCSA (6) 2020: 142-157
2010 – 2019
- 2019
- [j1]Matheus S. Serpa, Eduardo H. M. Cruz, Matthias Diener, Arthur M. Krause, Philippe O. A. Navaux, Jairo Panetta, Albert Farrés, Claudia Rosas, Mauricio Hanzich:
Optimization strategies for geophysics models on manycore systems. Int. J. High Perform. Comput. Appl. 33(3) (2019) - [c14]Edson Luiz Padoin, Andressa Tais Diefenthaler, Matheus S. Serpa, Pablo José Pavan, Emmanuell D. Carreño, Philippe O. A. Navaux, Jean-François Méhaut:
Optimizing Water Cooling Applications on Shared Memory Systems. CARLA 2019: 3-17 - [c13]Matheus S. Serpa, Francis B. Moreira, Philippe O. A. Navaux, Eduardo H. M. Cruz, Matthias Diener, Dalvan Griebler, Luiz Gustavo Fernandes:
Memory Performance and Bottlenecks in Multicore and GPU Architectures. PDP 2019: 233-236 - [c12]Pablo J. Pavan, Jean Luca Bez, Matheus S. Serpa, Francieli Zanon Boito, Philippe O. A. Navaux:
An Unsupervised Learning Approach for I/O Behavior Characterization. SBAC-PAD 2019: 33-40 - [c11]Gabriel Freytag, Matheus S. Serpa, Joao Vicente Ferreira Lima, Paolo Rech, Philippe O. A. Navaux:
Non-uniform Partitioning for Collaborative Execution on Heterogeneous Architectures. SBAC-PAD 2019: 128-135 - 2018
- [c10]Pablo J. Pavan, Matheus S. Serpa, Emmanuell Diaz Carreño, Víctor Martínez, Edson Luiz Padoin, Philippe O. A. Navaux, Jairo Panetta, Jean-François Méhaut:
Improving Performance and Energy Efficiency of Geophysics Applications on GPU Architectures. CARLA 2018: 112-122 - [c9]Víctor Martínez, Matheus S. Serpa, Pablo J. Pavan, Edson Luiz Padoin, Philippe O. A. Navaux:
Performance Evaluation of Stencil Computations Based on Source-to-Source Transformations. CARLA 2018: 213-223 - [c8]Eduardo H. M. Cruz, Matthias Diener, Matheus S. Serpa, Philippe Olivier Alexandre Navaux, Laércio Lima Pilla, Israel Koren:
Improving Communication and Load Balancing with Thread Mapping in Manycore Systems. PDP 2018: 93-100 - [c7]Matheus S. Serpa, Arthur M. Krause, Eduardo H. M. Cruz, Philippe Olivier Alexandre Navaux, Marcelo Pasin, Pascal Felber:
Optimizing Machine Learning Algorithms on Multi-Core and Many-Core Architectures Using Thread and Data Mapping. PDP 2018: 329-333 - [c6]Matheus S. Serpa, Eduardo H. M. Cruz, Jairo Panetta, Antônio Azambuja, Alexandre S. Carissimi, Philippe O. A. Navaux:
Improving Oil and Gas Simulation Performance Using Thread and Data Mapping. WSCAD (Selected Papers) 2018: 55-68 - [c5]Matheus S. Serpa, Eduardo H. M. Cruz, Jairo Panetta, Philippe O. A. Navaux:
Optimizing Geophysics Models Using Thread and Data Mapping. WSCAD 2018: 135-141 - [c4]Pablo J. Pavan, Matheus S. Serpa, Edson L. Padoin, Lucas Mello Schnorr, Philippe O. A. Navaux, Jairo Panetta:
Improving I/O Performance of RTM Algorithm for Oil and Gas Simulation. WSCAD 2018: 270 - 2017
- [c3]Víctor Martínez, Matheus S. Serpa, Fabrice Dupros, Edson L. Padoin, Philippe Olivier Alexandre Navaux:
Performance Prediction of Acoustic Wave Numerical Kernel on Intel Xeon Phi Processor. CARLA 2017: 101-110 - [c2]Matheus S. Serpa, Eduardo H. M. Cruz, Matthias Diener, Arthur M. Krause, Albert Farrés, Claudia Rosas, Jairo Panetta, Mauricio Hanzich, Philippe O. A. Navaux:
Strategies to Improve the Performance of a Geophysics Model for Different Manycore Systems. SBAC-PAD (Workshops) 2017: 49-54 - 2016
- [c1]Eduardo Roloff, Emmanuell Diaz Carreño, Jimmy K. M. Valverde-Sánchez, Matthias Diener, Matheus da Silva Serpa, Guillaume Houzeaux, Lucas Mello Schnorr, Nicolas Maillard, Luciano Paschoal Gaspary, Philippe Olivier Alexandre Navaux:
Performance Evaluation of Multiple Cloud Data Centers Allocations for HPC. CARLA 2016: 18-32
Coauthor Index
aka: Eduardo H. M. Cruz
aka: Philippe O. A. Navaux
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