Performance Evaluation of Multiple Cloud Data Centers Allocations for HPC. - 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 (CARLA, 2016)

Performance Prediction of Acoustic Wave Numerical Kernel on Intel Xeon Phi Processor. - Víctor Martínez; Matheus S. Serpa; Fabrice Dupros; Edson L. Padoin; Philippe Olivier Alexandre Navaux (CARLA, 2017)

Strategies to Improve the Performance of a Geophysics Model for Different Manycore Systems. - Matheus S. Serpa; Eduardo H. M. Cruz; Matthias Diener; Arthur M. Krause; Albert Farrés; Claudia Rosas; Jairo Panetta; Mauricio Hanzich; Philippe O. A. Navaux (SBAC-PAD (Workshops), 2017)

Performance Evaluation of Stencil Computations Based on Source-to-Source Transformations. - Víctor Martínez; Matheus S. Serpa; Pablo J. Pavan; Edson Luiz Padoin; Philippe O. A. Navaux (CARLA, 2018)

Improving Performance and Energy Efficiency of Geophysics Applications on GPU Architectures. - Pablo J. Pavan; Matheus S. Serpa; Emmanuell Diaz Carreño; Víctor Martínez; Edson Luiz Padoin; Philippe O. A. Navaux; Jairo Panetta; Jean-François Méhaut (CARLA, 2018)

Improving Communication and Load Balancing with Thread Mapping in Manycore Systems. - Eduardo H. M. Cruz; Matthias Diener; Matheus S. Serpa; Philippe Olivier Alexandre Navaux; Laércio Lima Pilla; Israel Koren (PDP, 2018)

Optimizing Machine Learning Algorithms on Multi-Core and Many-Core Architectures Using Thread and Data Mapping. - Matheus S. Serpa; Arthur M. Krause; Eduardo H. M. Cruz; Philippe Olivier Alexandre Navaux; Marcelo Pasin; Pascal Felber (PDP, 2018)

Improving I/O Performance of RTM Algorithm for Oil and Gas Simulation. - Pablo J. Pavan; Matheus S. Serpa; Edson L. Padoin; Lucas Mello Schnorr; Philippe O. A. Navaux; Jairo Panetta (WSCAD, 2018)

Improving Oil and Gas Simulation Performance Using Thread and Data Mapping. - Matheus S. Serpa; Eduardo H. M. Cruz; Jairo Panetta; Antônio Azambuja; Alexandre S. Carissimi; Philippe O. A. Navaux (WSCAD (Selected Papers), 2018)

Optimizing Geophysics Models Using Thread and Data Mapping. - Matheus S. Serpa; Eduardo H. M. Cruz; Jairo Panetta; Philippe O. A. Navaux (WSCAD, 2018)

Optimizing Water Cooling Applications on Shared Memory Systems. - Edson Luiz Padoin; Andressa Tais Diefenthaler; Matheus S. Serpa; Pablo José Pavan; Emmanuell D. Carreño; Philippe O. A. Navaux; Jean-François Méhaut (CARLA, 2019)

Memory Performance and Bottlenecks in Multicore and GPU Architectures. - Matheus S. Serpa; Francis B. Moreira 001; Philippe O. A. Navaux; Eduardo H. M. Cruz; Matthias Diener; Dalvan Griebler; Luiz Gustavo Fernandes (PDP, 2019)

Non-uniform Partitioning for Collaborative Execution on Heterogeneous Architectures. - Gabriel Freytag; Matheus S. Serpa; Joao Vicente Ferreira Lima; Paolo Rech; Philippe O. A. Navaux (SBAC-PAD, 2019)

An Unsupervised Learning Approach for I/O Behavior Characterization. - Pablo J. Pavan; Jean Luca Bez; Matheus S. Serpa; Francieli Zanon Boito; Philippe O. A. Navaux (SBAC-PAD, 2019)

Optimization strategies for geophysics models on manycore systems. - Matheus S. Serpa; Eduardo H. M. Cruz; Matthias Diener; Arthur M. Krause; Philippe O. A. Navaux; Jairo Panetta; Albert Farrés; Claudia Rosas; Mauricio Hanzich (Int. J. High Perform. Comput. Appl., 2019)

Accelerating Machine Learning Algorithms with TensorFlow Using Thread Mapping Policies. - Matheus W. Camargo; Matheus S. Serpa; Danilo Carastan-Santos; Alexandre Carissimi; Philippe O. A. Navaux (CARLA, 2020)

The Impact of CPU Frequency Scaling on Power Consumption of Computing Infrastructures. - Adriano Marques Garcia; Matheus S. Serpa; Dalvan Griebler; Claudio Schepke; Luiz G. L. Fernandes; Philippe O. A. Navaux (ICCSA (6), 2020)

Task-based parallel strategies for computational fluid dynamic application in heterogeneous CPU/GPU resources. - Lucas Leandro Nesi; Matheus da Silva Serpa; Lucas Mello Schnorr; Philippe Olivier Alexandre Navaux (Concurr. Comput. Pract. Exp., 2020)

Improving Performance of Long Short-Term Memory Networks for Sentiment Analysis Using Multicore and GPU Architectures. - Cristiano A. Künas; Matheus S. Serpa; Edson Luiz Padoin; Philippe O. A. Navaux (CARLA, 2021)

Lightweight Deep Learning Applications on AVX-512. - André Ramos Carneiro; Matheus S. Serpa; Philippe O. A. Navaux (ISCC, 2021)

Combining Thread Throttling and Mapping to Optimize the EDP of Parallel Applications. - 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 (PDP, 2021)

Optimizing Parallel Applications via Dynamic Concurrency Throttling and Turbo Boosting. - 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 (PDP, 2021)

Offloading the Training of an I/O Access Pattern Detector to the Cloud. - Cristiano A. Künas; Matheus S. Serpa; Jean Luca Bez; Edson L. Padoin; Philippe O. A. Navaux (SBAC-PAD (Workshops), 2021)

Investigating memory prefetcher performance over parallel applications: From real to simulated. - Valéria Soldera Girelli; Francis B. Moreira 001; Matheus S. Serpa; Danilo Carastan-Santos; Philippe O. A. Navaux (Concurr. Comput. Pract. Exp., 2021)

Energy efficiency and portability of oil and gas simulations on multicore and graphics processing unit architectures. - Matheus S. Serpa; Pablo J. Pavan; Eduardo H. M. Cruz; Rodrigo L. Machado; Jairo Panetta; Antônio Azambuja; Alexandre S. Carissimi; Philippe O. A. Navaux (Concurr. Comput. Pract. Exp., 2021)

Collaborative execution of fluid flow simulation using non-uniform decomposition on heterogeneous architectures. - Gabriel Freytag; Matheus S. Serpa; João V. F. Lima; Paolo Rech; Philippe O. A. Navaux (J. Parallel Distributed Comput., 2021)

Edge Computing versus Cloud Computing: Impact on Retinal Image Pre-processing. - Cristiano A. Künas; Dayla R. Pinto; Lisandro Z. Granville; Matheus S. Serpa; Edson L. Padoin; Philippe O. A. Navaux (SBAC-PADW, 2022)

Optimizing the EDP of OpenMP applications via concurrency throttling and frequency boosting. - 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 (J. Syst. Archit., 2022)

Mitigating execution unit contention in parallel applications using instruction-aware mapping. - Matheus S. Serpa; Eduardo H. M. Cruz; Matthias Diener; Arthur Francisco Lorenzon; Antonio C. S. Beck; Philippe O. A. Navaux (Concurr. Comput. Pract. Exp., 2023)

Smart resource allocation of concurrent execution of parallel applications. - 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 (Concurr. Comput. Pract. Exp., 2023)

Challenges in High-Performance Computing. - Philippe Olivier Alexandre Navaux; Arthur Francisco Lorenzon; Matheus da Silva Serpa (J. Braz. Comput. Soc., 2023)