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ORCIDRenan Souza 0001
Person information
- affiliation: IBM Research, Rio de Janeiro, Brazil
- affiliation: Federal University of Rio de Janeiro, COPPE, RJ, Brazil
Other persons with the same name
- Renan Souza — disambiguation page
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2020 – today
- 2022
[j5]Renan Souza
, Leonardo Guerreiro Azevedo, Vítor Lourenço, Elton F. S. Soares, Raphael Thiago, Rafael Brandão, Daniel Civitarese, Emilio Vital Brazil, Márcio Ferreira Moreno, Patrick Valduriez, Marta Mattoso, Renato Cerqueira, Marco A. S. Netto:
Workflow provenance in the lifecycle of scientific machine learning. Concurr. Comput. Pract. Exp. 34(14) (2022)- 2021
- [j4]Renan Souza, Vítor Silva, Alexandre A. B. Lima, Daniel de Oliveira, Patrick Valduriez, Marta Mattoso:
Distributed in-memory data management for workflow executions. PeerJ Comput. Sci. 7: e527 (2021) - [c18]Renato Luiz de Freitas Cunha, Lucas Correia Villa Real, Renan Souza, Bruno Silva, Marco A. S. Netto:
Context-aware Execution Migration Tool for Data Science Jupyter Notebooks on Hybrid Clouds. e-Science 2021: 30-39 - [c17]Elton Figueiredo de Souza Soares, Renan Souza, Raphael Melo Thiago, Marcelo de Oliveira Costa Machado, Leonardo Guerreiro Azevedo:
A Recommender for Choosing Data Systems based on Application Profiling and Benchmarking. SBBD 2021: 265-270 - [c16]Leonardo Azevedo, Renan Souza, Elton F. S. Soares, Raphael Melo, Anna Oliveira, Márcio Ferreira Moreno:
Supporting Polystore Queries using Provenance in a Hyperknowledge Graph. ISWC (Posters/Demos/Industry) 2021 - [i7]Renan Souza, Vítor Silva, Alexandre A. B. Lima, Daniel de Oliveira, Patrick Valduriez, Marta Mattoso:
Distributed In-memory Data Management for Workflow Executions. CoRR abs/2105.04720 (2021) - [i6]Renato Luiz de Freitas Cunha, Lucas Villa Real, Renan Souza, Bruno Silva, Marco A. S. Netto:
Context-aware Execution Migration Tool for Data Science Jupyter Notebooks on Hybrid Clouds. CoRR abs/2107.00187 (2021) - 2020
- [j3]Vítor Silva, Leonardo Neves, Renan Souza, Alvaro L. G. A. Coutinho, Daniel de Oliveira, Marta Mattoso:
Adding domain data to code profiling tools to debug workflow parallel execution. Future Gener. Comput. Syst. 110: 422-439 (2020) - [j2]Renan Souza, Vítor Silva, Alvaro L. G. A. Coutinho, Patrick Valduriez, Marta Mattoso:
Data reduction in scientific workflows using provenance monitoring and user steering. Future Gener. Comput. Syst. 110: 481-501 (2020) - [c15]Leonardo Guerreiro Azevedo, Elton Figueiredo de Souza Soares, Renan Souza, Márcio Ferreira Moreno:
Modern Federated Database Systems: An Overview. ICEIS (1) 2020: 276-283 - [c14]Rafael Brandão, Vítor Lourenço, Marcelo Machado, Leonardo Azevedo, Marcelo Cardoso, Renan Souza, Guilherme Lima, Renato Cerqueira, Márcio Ferreira Moreno:
A Knowledge-Based Approach for Structuring Cyclic Workflows. ISWC (Demos/Industry) 2020: 247-251 - [c13]Rafael Brandão, Vítor Lourenço, Marcelo Machado, Leonardo Azevedo, Marcelo Cardoso, Renan Souza, Guilherme Lima, Renato Cerqueira, Márcio Ferreira Moreno:
Cycle Orchestrator: A Knowledge-Based Approach for Structuring Cyclic ML Pipelines in the O&G Industry. ISWC (Demos/Industry) 2020: 386-388 - [i5]Raphael Thiago, Renan Souza, Leonardo Azevedo, Eduardo E. M. Soares, Rodrigo C. M. Santos, Wallas Henrique S. dos Santos, Maximilien de Bayser, Marcelo Cardoso, Márcio Ferreira Moreno, Renato Cerqueira:
Managing Data Lineage of O&G Machine Learning Models: The Sweet Spot for Shale Use Case. CoRR abs/2003.04915 (2020) - [i4]Renan Souza, Leonardo Guerreiro Azevedo, Vítor Lourenço, Elton F. S. Soares, Raphael Thiago, Rafael Brandão, Daniel Civitarese, Emilio Vital Brazil, Márcio Ferreira Moreno, Patrick Valduriez, Marta Mattoso, Renato Cerqueira, Marco A. S. Netto:
Workflow Provenance in the Lifecycle of Scientific Machine Learning. CoRR abs/2010.00330 (2020)
2010 – 2019
- 2019
- [j1]Renan Souza, Vítor Silva, José J. Camata, Alvaro L. G. A. Coutinho, Patrick Valduriez, Marta Mattoso:
Keeping track of user steering actions in dynamic workflows. Future Gener. Comput. Syst. 99: 624-643 (2019) - [c12]Renan Souza, Marta Mattoso, Leonardo Azevedo, Raphael Thiago, Elton F. de Souza Soares, Marcelo Nery dos Santos, Marco A. S. Netto, Emilio Vital Brazil, Renato Cerqueira, Patrick Valduriez:
Efficient Runtime Capture of Multiworkflow Data Using Provenance. eScience 2019: 359-368 - [c11]Renan Souza, Patrick Valduriez, Marta Mattoso, Renato Cerqueira, Marco Aurélio Stelmar Netto, Leonardo Azevedo, Vítor Lourenço, Elton F. de Souza Soares, Raphael Thiago, Rafael Brandão, Daniel Civitarese, Emilio Vital Brazil, Márcio Ferreira Moreno:
Provenance Data in the Machine Learning Lifecycle in Computational Science and Engineering. WORKS@SC 2019: 1-10 - [i3]Renan Souza, Vítor Silva, José J. Camata, Alvaro L. G. A. Coutinho, Patrick Valduriez, Marta Mattoso:
Keeping Track of User Steering Actions in Dynamic Workflows. CoRR abs/1905.07167 (2019) - [i2]Renan Souza, Leonardo Azevedo, Vítor Lourenço, Elton F. de Souza Soares, Raphael Thiago, Rafael Brandão, Daniel Civitarese, Emilio Vital Brazil, Márcio Ferreira Moreno, Patrick Valduriez, Marta Mattoso, Renato Cerqueira, Marco A. S. Netto:
Provenance Data in the Machine Learning Lifecycle in Computational Science and Engineering. CoRR abs/1910.04223 (2019) - 2018
- [c10]Renan Souza, Marta Mattoso:
Provenance of Dynamic Adaptations in User-Steered Dataflows. IPAW 2018: 16-29 - [c9]Vítor Silva, Renan Souza, José J. Camata, Daniel de Oliveira, Patrick Valduriez, Alvaro L. G. A. Coutinho, Marta Mattoso:
Capturing Provenance for Runtime Data Analysis in Computational Science and Engineering Applications. IPAW 2018: 183-187 - [c8]Patrick Valduriez, Marta Mattoso, Reza Akbarinia, Heraldo Borges, José J. Camata, Alvaro L. G. A. Coutinho, Daniel Gaspar, Noel Moreno Lemus, Ji Liu, Hermano Lustosa, Florent Masseglia, Fabrício Nogueira da Silva, Vítor Silva, Renan Souza, Kary A. C. S. Ocaña, Eduardo S. Ogasawara, Daniel de Oliveira, Esther Pacitti, Fábio Porto, Dennis E. Shasha:
Scientific Data Analysis Using Data-Intensive Scalable Computing: The SciDISC Project. LADaS@VLDB 2018: 1-8 - [c7]Renan Souza, Liliane Neves, Leonardo Azevedo, Ricardo Luiz, Elaine Tady, Paulo R. Cavalin, Marta Mattoso:
Towards a Human-in-the-Loop Library for Tracking Hyperparameter Tuning in Deep Learning Development. LADaS@VLDB 2018: 84-87 - 2017
- [c6]Renan Souza, Vítor Silva, Pedro Miranda, Alexandre A. B. Lima, Patrick Valduriez, Marta Mattoso:
Spark Scalability Analysis in a Scientific Workflow. SBBD (Short Papers) 2017: 288-293 - [i1]Maíra Gatti de Bayser, Paulo Rodrigo Cavalin, Renan Souza, Alan Braz, Heloisa Candello, Claudio S. Pinhanez, Jean-Pierre Briot:
A Hybrid Architecture for Multi-Party Conversational Systems. CoRR abs/1705.01214 (2017) - 2016
- [c5]Rafael Mayo-García, José J. Camata, José M. Cela, Danilo Costa, Alvaro L. G. A. Coutinho, Daniel Fernández-Galisteo, Carmen Jiménez, Vadim Kourdioumov, Marta Mattoso, Thomas Miras, José A. Moríñigo, Jorge Navarro, Philippe O. A. Navaux, Daniel de Oliveira, Manuel Aurelio Rodriguez Pascual, Vítor Silva, Renan Souza, Patrick Valduriez:
Enhancing Energy Production with Exascale HPC Methods. CARLA 2016: 233-246 - [c4]Paulo Rodrigo Cavalin, Flavio V. D. de Figueiredo, Maíra Gatti de Bayser, Luis Gregorio Moyano, Heloisa Candello, Ana Paula Appel, Renan Souza:
Building a Question-Answering Corpus Using Social Media and News Articles. PROPOR 2016: 353-358 - [c3]Renan Souza, Vítor Silva, Alvaro L. G. A. Coutinho, Patrick Valduriez, Marta Mattoso:
Online Input Data Reduction in Scientific Workflows. WORKS@SC 2016: 44-53 - [c2]Vítor Silva, Leonardo Neves, Renan Souza, Alvaro L. G. A. Coutinho, Daniel de Oliveira, Marta Mattoso:
Integrating Domain-Data Steering with Code-Profiling Tools to Debug Data-Intensive Workflows. WORKS@SC 2016: 59-63 - 2015
- [c1]Rachel Castro, Renan Souza, Vítor Silva, Kary A. C. S. Ocaña, Daniel de Oliveira, Marta Mattoso:
Uma Abordagem para Publicação de Dados de Proveniência de Workflows Científicos na Web Semântica. SBBD (Short Papers) 2015: 111-116
Coauthor Index
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