Raphael Y. de Camargo

Orcid: 0000-0001-6021-747X

According to our database1, Raphael Y. de Camargo authored at least 42 papers between 2004 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Bibliography

2024
Geometric Neural Network based on Phase Space for BCI decoding.
CoRR, 2024

A Systematic Evaluation of Euclidean Alignment with Deep Learning for EEG Decoding.
CoRR, 2024

2023
Evaluating execution time predictions on GPU kernels using an analytical model and machine learning techniques.
J. Parallel Distributed Comput., January, 2023

Evaluating the structure of cognitive tasks with transfer learning.
CoRR, 2023

Sleep-Energy: An Energy Optimization Method to Sleep Stage Scoring.
IEEE Access, 2023

Real-time Incident Detection in Public Bus Systems Using Machine Learning.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

Applying Independent Vector Analysis on EEG-Based Motor Imagery Classification.
Proceedings of the IEEE International Conference on Acoustics, 2023

2022
Improving the performance of batch schedulers using online job runtime classification.
J. Parallel Distributed Comput., 2022

Predicting Dengue Outbreaks with Explainable Machine Learning.
Proceedings of the 22nd IEEE International Symposium on Cluster, 2022

2021
Computer architecture and high performance computing.
Concurr. Comput. Pract. Exp., 2021

Efficient Prediction of Region-wide Traffic States in Public Bus Networks using LSTMs.
Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

2019
A hybrid CPU-GPU-MIC algorithm for minimal hitting set enumeration.
Concurr. Comput. Pract. Exp., 2019

Evaluation of connectivity estimates using spiking neuronal network models.
Biol. Cybern., 2019

PLB-HAC: Dynamic Load-Balancing for Heterogeneous Accelerator Clusters.
Proceedings of the Euro-Par 2019: Parallel Processing, 2019

Real-Time Scheduling Policy Selection from Queue and Machine States.
Proceedings of the 19th IEEE/ACM International Symposium on Cluster, 2019

One Can Only Gain by Replacing EASY Backfilling: A Simple Scheduling Policies Case Study.
Proceedings of the 19th IEEE/ACM International Symposium on Cluster, 2019

2018
Analysis of Potential Online Scheduling Improvements by Real-Time Strategy Selection.
Proceedings of the Symposium on High Performance Computing Systems, 2018

2017
Finding exact hitting set solutions for systems biology applications using heterogeneous GPU clusters.
Future Gener. Comput. Syst., 2017

Obtaining dynamic scheduling policies with simulation and machine learning.
Proceedings of the International Conference for High Performance Computing, 2017

2016
A comparison of GPU execution time prediction using machine learning and analytical modeling.
Proceedings of the 15th IEEE International Symposium on Network Computing and Applications, 2016

2015
A Simple BSP-based Model to Predict Execution Time in GPU Applications.
Proceedings of the 22nd IEEE International Conference on High Performance Computing, 2015

PLB-HeC: A Profile-Based Load-Balancing Algorithm for Heterogeneous CPU-GPU Clusters.
Proceedings of the 2015 IEEE International Conference on Cluster Computing, 2015

A Multi-GPU Hitting Set Algorithm for GRNs Inference.
Proceedings of the 15th IEEE/ACM International Symposium on Cluster, 2015

2014
A Parallel Maximum Subarray Algorithm on GPUs.
Proceedings of the 26th IEEE International Symposium on Computer Architecture and High Performance Computing Workshop, 2014

2013
Gene regulatory networks inference using a multi-GPU exhaustive search algorithm.
BMC Bioinform., 2013

2012
Accelerating gene regulatory networks inference through GPU/CUDA programming.
Proceedings of the IEEE 2nd International Conference on Computational Advances in Bio and Medical Sciences, 2012

2011
A multi-GPU algorithm for large-scale neuronal networks.
Concurr. Comput. Pract. Exp., 2011

A multi-GPU algorithm for communication in neuronal network simulations.
Proceedings of the 18th International Conference on High Performance Computing, 2011

2010
Application execution management on the InteGrade opportunistic grid middleware.
J. Parallel Distributed Comput., 2010

Reliable management of checkpointing and application data in opportunistic grids.
J. Braz. Comput. Soc., 2010

Exploiting a Generic Approach to Construct Component-Based Systems Software in Linux Environments.
Int. J. Softw. Eng. Knowl. Eng., 2010

2009
Efficient maintenance of distributed data in highly dynamic opportunistic grids.
Proceedings of the 2009 ACM Symposium on Applied Computing (SAC), 2009

Exploiting a generic approach for constructing mobile device applications.
Proceedings of the 4th International Conference on COMmunication System softWAre and MiddlewaRE (COMSWARE 2009), 2009

2008
A group membership service for large-scale grids.
Proceedings of the 6th International Workshop on Middleware for Grid Computing (MGC 2008), 2008

2007
Distributed data storage and checkpointing of parallel applications in opportunistic grids (Armazenamento distribuído de dados e checkpointing de aplicações paralelas em grades oportunistas).
PhD thesis, 2007

Design and Implementation of a Middleware for Data Storage in Opportunistic Grids.
Proceedings of the Seventh IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2007), 2007

2006
Strategies for Checkpoint Storage on Opportunistic Grids.
IEEE Distributed Syst. Online, 2006

Checkpointing BSP parallel applications on the InteGrade Grid middleware.
Concurr. Comput. Pract. Exp., 2006

Distributed data storage for opportunistic grids.
Proceedings of the 3rd international Middleware doctoral symposium, MDS '06, 2006

2005
Portable checkpointing and communication for BSP applications on dynamic heterogeneous Grid environments.
Proceedings of the 17th Symposium on Computer Architecture and High Performance Computing (SBAC-PAD 2005), 2005

Strategies for storage of checkpointing data using non-dedicated repositories on Grid systems.
Proceedings of the 3rd international workshop on Middleware for grid computing, 2005

2004
Checkpointing-based rollback recovery for parallel applications on the InteGrade grid middleware.
Proceedings of the 2nd Workshop on Middleware for Grid Computing, 2004


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