Matheus S. Serpa

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 28

Top Topics

Learning Algorithm

Energy Efficiency

Top Venues

Concurr. Comput. Pract. Exp.

Publications

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)
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)
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)
Sandro Matheus V. N. Marques, Matheus S. Serpa, Antoni Navarro Muñoz, Fabio 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 (2022)
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)
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 (2021)
André Ramos Carneiro, Matheus S. Serpa, Philippe O. A. Navaux
Lightweight Deep Learning Applications on AVX-512. ISCC (2021)
Sandro M. Marques, Thiarles S. Medeiros, Matheus S. Serpa, Fabio 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)
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)
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)
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)
Gustavo P. Berned, Thiarles S. Medeiros, Matheus S. Serpa, Fabio 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)
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)
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)
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)
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)
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)
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)
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)
Matheus S. Serpa, Eduardo H. M. Cruz, Jairo Panetta, Philippe O. A. Navaux
Optimizing Geophysics Models Using Thread and Data Mapping. WSCAD (2018)
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)
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)
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)
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)
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)
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)
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)
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)