Raphael Y. de Camargo

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 18

Top Topics

Systematic Evaluation

Incident Detection

Analytical Model

Hierarchical Agglomerative Clustering

Top Venues

Concurr. Comput. Pract. Exp.

Publications

Igor Carrara, Bruno Aristimunha, Marie-Constance Corsi, Raphael Y. de Camargo, Sylvain Chevallier, Théodore Papadopoulo
Geometric Neural Network based on Phase Space for BCI decoding. CoRR (2024)
Bruna Junqueira, Bruno Aristimunha, Sylvain Chevallier, Raphael Y. de Camargo
A Systematic Evaluation of Euclidean Alignment with Deep Learning for EEG Decoding. CoRR (2024)
Mayuri A. Morais, Raphael Y. de Camargo
Real-time Incident Detection in Public Bus Systems Using Machine Learning. ITSC (2023)
Marcos Amaris, Raphael Y. de Camargo, Daniel Cordeiro, Alfredo Goldman, Denis Trystram
Evaluating execution time predictions on GPU kernels using an analytical model and machine learning techniques. J. Parallel Distributed Comput. 171 (2023)
Bruno Aristimunha, Raphael Y. de Camargo, Walter Hugo Lopez Pinaya, Sylvain Chevallier, Alexandre Gramfort, Cédric Rommel
Evaluating the structure of cognitive tasks with transfer learning. CoRR (2023)
Salah Zrigui, Raphael Y. de Camargo, Arnaud Legrand, Denis Trystram
Improving the performance of batch schedulers using online job runtime classification. J. Parallel Distributed Comput. 164 (2022)
Robson Aleixo, Fabio Kon, Rudi Rocha, Marcela Santos Camargo, Raphael Y. de Camargo
Predicting Dengue Outbreaks with Explainable Machine Learning. CCGRID (2022)
Raphael Y. de Camargo, Fabrizio Marozzo, Wellington Martins
Computer architecture and high performance computing. Concurr. Comput. Pract. Exp. 33 (18) (2021)
Marcos Amaris, Mayuri A. Morais, Raphael Y. de Camargo
Efficient Prediction of Region-wide Traffic States in Public Bus Networks using LSTMs. ITSC (2021)
Ronaldo V. Nunes, Marcelo B. Reyes, Raphael Y. de Camargo
Evaluation of connectivity estimates using spiking neuronal network models. Biol. Cybern. 113 (3) (2019)
Danilo Carastan-Santos, David Correa Martins Jr., Siang W. Song, Luiz C. S. Rozante, Raphael Y. de Camargo
A hybrid CPU-GPU-MIC algorithm for minimal hitting set enumeration. Concurr. Comput. Pract. Exp. 31 (18) (2019)
Danilo Carastan-Santos, Raphael Y. de Camargo, Denis Trystram, Salah Zrigui
One Can Only Gain by Replacing EASY Backfilling: A Simple Scheduling Policies Case Study. CCGRID (2019)
Luis Sant'Ana, Daniel Cordeiro, Raphael Y. de Camargo
PLB-HAC: Dynamic Load-Balancing for Heterogeneous Accelerator Clusters. Euro-Par (2019)
Luis Sant'Ana, Danilo Carastan-Santos, Daniel Cordeiro, Raphael Y. de Camargo
Real-Time Scheduling Policy Selection from Queue and Machine States. CCGRID (2019)
Luis Felipe Sant'Ana, Danilo Carastan-Santos, Daniel Cordeiro, Raphael Y. de Camargo
Analysis of Potential Online Scheduling Improvements by Real-Time Strategy Selection. WSCAD (2018)
Danilo Carastan-Santos, Raphael Y. de Camargo, David Correa Martins Jr., Siang W. Song, Luiz C. S. Rozante
Finding exact hitting set solutions for systems biology applications using heterogeneous GPU clusters. Future Gener. Comput. Syst. 67 (2017)
Danilo Carastan-Santos, Raphael Y. de Camargo
Obtaining dynamic scheduling policies with simulation and machine learning. SC (2017)
Marcos Amaris, Raphael Y. de Camargo, Mohamed Dyab, Alfredo Goldman, Denis Trystram
A comparison of GPU execution time prediction using machine learning and analytical modeling. NCA (2016)
Luis Sant'Ana, Daniel Cordeiro, Raphael Y. de Camargo
PLB-HeC: A Profile-Based Load-Balancing Algorithm for Heterogeneous CPU-GPU Clusters. CLUSTER (2015)
Marcos Amaris, Daniel Cordeiro, Alfredo Goldman, Raphael Y. de Camargo
A Simple BSP-based Model to Predict Execution Time in GPU Applications. HiPC (2015)
Cleber S. Ferreira, Raphael Y. de Camargo, Siang Wun Song
A Parallel Maximum Subarray Algorithm on GPUs. SBAC-PAD (Workshops) (2014)
Fabrizio F. Borelli, Raphael Y. de Camargo, David Correa Martins Jr., Luiz C. S. Rozante
Gene regulatory networks inference using a multi-GPU exhaustive search algorithm. BMC Bioinform. 14 (S-18) (2013)
Fabrizio F. Borelli, Raphael Y. de Camargo, David Correa Martins Jr., Beatriz Stransky, Luiz C. S. Rozante
Accelerating gene regulatory networks inference through GPU/CUDA programming. ICCABS (2012)
Raphael Y. de Camargo
A multi-GPU algorithm for communication in neuronal network simulations. HiPC (2011)
Raphael Y. de Camargo, Luiz C. S. Rozante, Siang W. Song
A multi-GPU algorithm for large-scale neuronal networks. Concurr. Comput. Pract. Exp. 23 (6) (2011)
Jo Ueyama, Edmundo R. M. Madeira, François Taïani, Raphael Y. de Camargo, Paul Grace, Geoff Coulson
Exploiting a Generic Approach to Construct Component-Based Systems Software in Linux Environments. Int. J. Softw. Eng. Knowl. Eng. 20 (6) (2010)
Francisco José da Silva e Silva, Fabio Kon, Alfredo Goldman, Marcelo Finger, Raphael Y. de Camargo, Fernando Castor Filho, Fábio M. Costa
Application execution management on the InteGrade opportunistic grid middleware. J. Parallel Distributed Comput. 70 (5) (2010)
Raphael Y. de Camargo, Fernando Castor Filho, Fabio Kon
Reliable management of checkpointing and application data in opportunistic grids. J. Braz. Comput. Soc. 16 (3) (2010)
Raphael Y. de Camargo, Fernando Castor Filho, Fabio Kon
Efficient maintenance of distributed data in highly dynamic opportunistic grids. SAC (2009)
Jo Ueyama, Vítor P. V. Pinto, Edmundo R. M. Madeira, Paul Grace, Thienne M. M. Jonhson, Raphael Y. de Camargo
Exploiting a generic approach for constructing mobile device applications. COMSWARE (2009)
Fernando Castor Filho, Augusta Marques, Raphael Y. de Camargo, Fabio Kon
A group membership service for large-scale grids. MGC (2008)
Raphael Y. de Camargo, Fabio Kon
Design and Implementation of a Middleware for Data Storage in Opportunistic Grids. CCGRID (2007)
Raphael Y. de Camargo, Fabio Kon, Renato Cerqueira
Strategies for Checkpoint Storage on Opportunistic Grids. IEEE Distributed Syst. Online 7 (9) (2006)
Raphael Y. de Camargo, Fabio Kon
Distributed data storage for opportunistic grids. Middleware Doctoral Symposium (2006)
Raphael Y. de Camargo, Andrei Goldchleger, Fabio Kon, Alfredo Goldman
Checkpointing BSP parallel applications on the InteGrade Grid middleware. Concurr. Comput. Pract. Exp. 18 (6) (2006)
Raphael Y. de Camargo, Fabio Kon, Alfredo Goldman
Portable checkpointing and communication for BSP applications on dynamic heterogeneous Grid environments. SBAC-PAD (2005)
Raphael Y. de Camargo, Renato Cerqueira, Fabio Kon
Strategies for storage of checkpointing data using non-dedicated repositories on Grid systems. MGC@Middleware (2005)
Raphael Y. de Camargo, Andrei Goldchleger, Fabio Kon, Alfredo Goldman
Checkpointing-based rollback recovery for parallel applications on the InteGrade grid middleware. Middleware for Grid Computing (2004)