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Matheus S. Serpa
Person information
- 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 Gaspar Diniz 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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