Matheus S. Serpa

28 papers C 8Journal 7Unranked 13

Year	Rank	Type	Title / Venue / Authors
2023	J	`jnl`	Mitigating execution unit contention in parallel applications using instruction-aware mapping. Concurr. Comput. Pract. Exp. Matheus S. Serpa, Eduardo H. M. Cruz, Matthias Diener, Arthur Francisco Lorenzon, Antonio C. S. Beck, Philippe O. A. Navaux
2023	J	`jnl`	Smart resource allocation of concurrent execution of parallel applications. Concurr. Comput. Pract. Exp. 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
2022	—	`conf`	Edge Computing versus Cloud Computing: Impact on Retinal Image Pre-processing. SBAC-PADW Cristiano A. Künas, Dayla R. Pinto, Lisandro Z. Granville, Matheus S. Serpa, Edson L. Padoin, Philippe O. A. Navaux
2022	J	`jnl`	Optimizing the EDP of OpenMP applications via concurrency throttling and frequency boosting. J. Syst. Archit. 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
2021	J	`jnl`	Collaborative execution of fluid flow simulation using non-uniform decomposition on heterogeneous architectures. J. Parallel Distributed Comput. Gabriel Freytag, Matheus S. Serpa, João V. F. Lima, Paolo Rech, Philippe O. A. Navaux
2021	C	`conf`	Combining Thread Throttling and Mapping to Optimize the EDP of Parallel Applications. PDP 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
2021	J	`jnl`	Energy efficiency and portability of oil and gas simulations on multicore and graphics processing unit architectures. Concurr. Comput. Pract. Exp. Matheus S. Serpa, Pablo J. Pavan, Eduardo H. M. Cruz, Rodrigo L. Machado, Jairo Panetta, Antônio Azambuja, Alexandre S. Carissimi, Philippe O. A. Navaux
2021	—	`conf`	Improving Performance of Long Short-Term Memory Networks for Sentiment Analysis Using Multicore and GPU Architectures. CARLA Cristiano A. Künas, Matheus S. Serpa, Edson Luiz Padoin, Philippe O. A. Navaux
2021	J	`jnl`	Investigating memory prefetcher performance over parallel applications: From real to simulated. Concurr. Comput. Pract. Exp. Valéria Soldera Girelli, Francis B. Moreira, Matheus S. Serpa, Danilo Carastan-Santos, Philippe O. A. Navaux
2021	C	`conf`	Lightweight Deep Learning Applications on AVX-512. ISCC André Ramos Carneiro, Matheus S. Serpa, Philippe O. A. Navaux
2021	—	`conf`	Offloading the Training of an I/O Access Pattern Detector to the Cloud. SBAC-PAD (Workshops) Cristiano A. Künas, Matheus S. Serpa, Jean Luca Bez, Edson L. Padoin, Philippe O. A. Navaux
2021	C	`conf`	Optimizing Parallel Applications via Dynamic Concurrency Throttling and Turbo Boosting. PDP 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
2020	—	`conf`	Accelerating Machine Learning Algorithms with TensorFlow Using Thread Mapping Policies. CARLA Matheus W. Camargo, Matheus S. Serpa, Danilo Carastan-Santos, Alexandre Carissimi, Philippe O. A. Navaux
2020	—	`conf`	The Impact of CPU Frequency Scaling on Power Consumption of Computing Infrastructures. ICCSA (6) Adriano Marques Garcia, Matheus S. Serpa, Dalvan Griebler, Claudio Schepke, Luiz G. L. Fernandes, Philippe O. A. Navaux
2019	C	`conf`	An Unsupervised Learning Approach for I/O Behavior Characterization. SBAC-PAD Pablo J. Pavan, Jean Luca Bez, Matheus S. Serpa, Francieli Zanon Boito, Philippe O. A. Navaux
2019	C	`conf`	Memory Performance and Bottlenecks in Multicore and GPU Architectures. PDP Matheus S. Serpa, Francis B. Moreira, Philippe O. A. Navaux, Eduardo H. M. Cruz, Matthias Diener, Dalvan Griebler, Luiz Gustavo Fernandes
2019	C	`conf`	Non-uniform Partitioning for Collaborative Execution on Heterogeneous Architectures. SBAC-PAD Gabriel Freytag, Matheus S. Serpa, Joao Vicente Ferreira Lima, Paolo Rech, Philippe O. A. Navaux
2019	J	`jnl`	Optimization strategies for geophysics models on manycore systems. Int. J. High Perform. Comput. Appl. Matheus S. Serpa, Eduardo H. M. Cruz, Matthias Diener, Arthur M. Krause, Philippe O. A. Navaux, Jairo Panetta, Albert Farrés, Claudia Rosas, Mauricio Hanzich
2019	—	`conf`	Optimizing Water Cooling Applications on Shared Memory Systems. CARLA Edson Luiz Padoin, Andressa Tais Diefenthaler, Matheus S. Serpa, Pablo José Pavan, Emmanuell D. Carreño, Philippe O. A. Navaux, Jean-François Méhaut
2018	C	`conf`	Improving Communication and Load Balancing with Thread Mapping in Manycore Systems. PDP Eduardo H. M. Cruz, Matthias Diener, Matheus S. Serpa, Philippe Olivier Alexandre Navaux, Laércio Lima Pilla, Israel Koren
2018	—	`conf`	Improving I/O Performance of RTM Algorithm for Oil and Gas Simulation. WSCAD Pablo J. Pavan, Matheus S. Serpa, Edson L. Padoin, Lucas Mello Schnorr, Philippe O. A. Navaux, Jairo Panetta
2018	—	`conf`	Improving Oil and Gas Simulation Performance Using Thread and Data Mapping. WSCAD (Selected Papers) Matheus S. Serpa, Eduardo H. M. Cruz, Jairo Panetta, Antônio Azambuja, Alexandre S. Carissimi, Philippe O. A. Navaux
2018	—	`conf`	Improving Performance and Energy Efficiency of Geophysics Applications on GPU Architectures. CARLA Pablo J. Pavan, Matheus S. Serpa, Emmanuell Diaz Carreño, Víctor Martínez, Edson Luiz Padoin, Philippe O. A. Navaux, Jairo Panetta, Jean-François Méhaut
2018	—	`conf`	Optimizing Geophysics Models Using Thread and Data Mapping. WSCAD Matheus S. Serpa, Eduardo H. M. Cruz, Jairo Panetta, Philippe O. A. Navaux
2018	C	`conf`	Optimizing Machine Learning Algorithms on Multi-Core and Many-Core Architectures Using Thread and Data Mapping. PDP Matheus S. Serpa, Arthur M. Krause, Eduardo H. M. Cruz, Philippe Olivier Alexandre Navaux, Marcelo Pasin, Pascal Felber
2018	—	`conf`	Performance Evaluation of Stencil Computations Based on Source-to-Source Transformations. CARLA Víctor Martínez, Matheus S. Serpa, Pablo J. Pavan, Edson Luiz Padoin, Philippe O. A. Navaux
2017	—	`conf`	Performance Prediction of Acoustic Wave Numerical Kernel on Intel Xeon Phi Processor. CARLA Víctor Martínez, Matheus S. Serpa, Fabrice Dupros, Edson L. Padoin, Philippe Olivier Alexandre Navaux
2017	—	`conf`	Strategies to Improve the Performance of a Geophysics Model for Different Manycore Systems. SBAC-PAD (Workshops) Matheus S. Serpa, Eduardo H. M. Cruz, Matthias Diener, Arthur M. Krause, Albert Farrés, Claudia Rosas, Jairo Panetta, Mauricio Hanzich, Philippe O. A. Navaux