Renan Souza

According to our database, Renan Souza authored at least 34 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Workflows Community Summit 2024: Future Trends and Challenges in Scientific Workflows.

Rafael Ferreira da Silva, Deborah Bard, Kyle Chard, Shaun De Witt, Ian T. Foster, Tom Gibbs, Carole A. Goble, William F. Godoy, Johan Gustafsson, Utz-Uwe Haus, Stephen Hudson, Shantenu Jha, Laila Los, Drew Paine, Frédéric Suter, Logan T. Ward, Sean R. Wilkinson, Marcos Amaris, Yadu N. Babuji, Jonathan Bader, Riccardo Balin, Daniel Balouek, Sarah J. Beecroft, Khalid Belhajjame, Rajat Bhattarai, Wes Brewer, Paul Brunk, Silvina Caíno-Lores, Henri Casanova, Daniela Cassol, Jared Coleman, Tainã Coleman, Iacopo Colonnelli, Anderson Andrei Da Silva, Daniel de Oliveira, Pascal Elahi, Nour Elfaramawy, Wael R. Elwasif, Brian Etz, Thomas Fahringer, Wesley Ferreira, Rosa Filgueira, Jacob Fosso Tande, Luiz Gadelha, Andy Gallo, Daniel Garijo, Yiannis Georgiou, Philipp Gritsch, Patricia Grubel, Amal Gueroudji, Quentin Guilloteau, Carlo Hamalainen, Rolando P. Hong Enriquez, Lauren Huet, Kevin Hunter Kesling, Paula Iborra, Shiva Jahangiri, Jan Janssen, Joe Jordan, Sehrish Kanwal, Liliane N. O. Kunstmann, Fabian Lehmann, Ulf Leser, Chen Li, Peini Liu, Jakob Lüttgau, Richard Lupat, José M. Fernández, Ketan Maheshwari, Tanu Malik, Jack Marquez, Motohiko Matsuda, Doriana Medic, Somayeh Mohammadi, Alberto Mulone, John-Luke Navarro, Kin Wai Ng, Klaus Nölp, Bruno de Paula Kinoshita, Ryan Prout, Michael R. Crusoe, Sashko Ristov, Stefan A Robila, Daniel Rosendo, Billy Rowell, Jedrzej Rybicki, Hector Sanchez, Nishant Saurabh, Sumit Kumar Saurav, Tom Scogland, Dinindu Senanayake, Woong Shin, Raül Sirvent, Tyler J. Skluzacek, Barry Sly-Delgado, Stian Soiland-Reyes, Abel Souza, Renan Souza, Domenico Talia, Nathan R. Tallent

CoRR, 2024

Towards Cross-Facility Workflows Orchestration through Distributed Automation.

Tyler J. Skluzacek, Renan Souza, Mark Coletti, Frédéric Suter, Rafael Ferreira da Silva

Proceedings of the Practice and Experience in Advanced Research Computing 2024: Human Powered Computing, 2024

HKPoly: A Polystore Architecture to Support Data Linkage and Queries on Distributed and Heterogeneous Data.

Leonardo Guerreiro Azevedo, Renan Souza, Elton F. S. Soares, Raphael Melo Thiago, Júlio Cesar Cardoso Tesolin, Anna Carolina Carvalho Moreira Oliveira, Márcio Ferreira Moreno

Proceedings of the 20th Brazilian Symposium on Information Systems, 2024

Workflow Provenance in the Computing Continuum for Responsible, Trustworthy, and Energy-Efficient AI.

Renan Souza, Silvina Caíno-Lores, Mark Coletti, Tyler J. Skluzacek, Alexandru Costan, Frédéric Suter, Marta Mattoso, Rafael Ferreira da Silva

Proceedings of the 20th IEEE International Conference on e-Science, 2024

2023

A Polystore Architecture Using Knowledge Graphs to Support Queries on Heterogeneous Data Stores.

Leonardo Guerreiro Azevedo, Renan Francisco Santos Souza, Elton Figueiredo de Souza Soares, Raphael Melo Thiago, Júlio Cesar Cardoso Tesolin, Ann C. Oliveira, Márcio Ferreira Moreno

CoRR, 2023

Towards Lightweight Data Integration Using Multi-Workflow Provenance and Data Observability.

Renan Souza, Tyler J. Skluzacek, Sean R. Wilkinson, Maxim A. Ziatdinov, Rafael Ferreira da Silva

Proceedings of the 19th IEEE International Conference on e-Science, 2023

ProvLight: Efficient Workflow Provenance Capture on the Edge-to-Cloud Continuum.

Daniel Rosendo, Marta Mattoso, Alexandru Costan, Renan Souza, Débora B. Pina, Patrick Valduriez, Gabriel Antoniu

Proceedings of the IEEE International Conference on Cluster Computing, 2023

2022

Workflow provenance in the lifecycle of scientific machine learning.

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

Concurr. Comput. Pract. Exp., 2022

2021

Distributed in-memory data management for workflow executions.

Renan Souza, Vítor Silva, Alexandre A. B. Lima, Daniel de Oliveira, Patrick Valduriez, Marta Mattoso

PeerJ Comput. Sci., 2021

Workflows Community Summit: Advancing the State-of-the-art of Scientific Workflows Management Systems Research and Development.

Rafael Ferreira da Silva, Henri Casanova, Kyle Chard, Tainã Coleman, Dan Laney, Dong H. Ahn, Shantenu Jha, Dorran Howell, Stian Soiland-Reyes, Ilkay Altintas, Douglas Thain, Rosa Filgueira, Yadu N. Babuji, Rosa M. Badia, Bartosz Balis, Silvina Caíno-Lores, Scott Callaghan, Frederik Coppens, Michael R. Crusoe, Kaushik De, Frank Di Natale, Tu Mai Anh Do, Bjoern Enders, Thomas Fahringer, Anne Fouilloux, Grigori Fursin, Alban Gaignard, Alex Ganose, Daniel Garijo, Sandra Gesing, Carole A. Goble, Adil Hasan, Sebastiaan Huber, Daniel S. Katz, Ulf Leser, Douglas Lowe, Bertram Ludäscher, Ketan Maheshwari, Maciej Malawski, Rajiv Mayani, Kshitij Mehta, André Merzky, Todd S. Munson, Jonathan Ozik, Loïc Pottier, Sashko Ristov, Mehdi Roozmeh, Renan Souza, Frédéric Suter, Benjamín Tovar, Matteo Turilli, Karan Vahi, Alvaro Vidal-Torreira, Wendy R. Whitcup, Michael Wilde, Alan R. Williams, Matthew Wolf, Justin M. Wozniak

CoRR, 2021

Supporting Polystore Queries using Provenance in a Hyperknowledge Graph.

Leonardo Azevedo, Renan Souza, Elton F. S. Soares, Raphael Melo, Anna Carolina Carvalho Moreira Oliveira, Márcio Ferreira Moreno

Proceedings of the ISWC 2021 Posters, 2021

A Recommender for Choosing Data Systems based on Application Profiling and Benchmarking.

Elton Figueiredo de Souza Soares, Renan Souza, Raphael Melo Thiago, Marcelo de Oliveira Costa Machado, Leonardo Guerreiro Azevedo

Proceedings of the 36th Brazilian Symposium on Databases, 2021

Context-aware Execution Migration Tool for Data Science Jupyter Notebooks on Hybrid Clouds.

Renato Luiz de Freitas Cunha, Lucas Correia Villa Real, Renan Souza, Bruno Silva, Marco A. S. Netto

Proceedings of the 17th IEEE International Conference on eScience, 2021

2020

Data reduction in scientific workflows using provenance monitoring and user steering.

Renan Souza, Vítor Silva, Alvaro L. G. A. Coutinho, Patrick Valduriez, Marta Mattoso

Future Gener. Comput. Syst., 2020

Adding domain data to code profiling tools to debug workflow parallel execution.

Vítor Silva, Leonardo Neves, Renan Souza, Alvaro L. G. A. Coutinho, Daniel de Oliveira, Marta Mattoso

Future Gener. Comput. Syst., 2020

Managing Data Lineage of O&G Machine Learning Models: The Sweet Spot for Shale Use Case.

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

CoRR, 2020

Cycle Orchestrator: A Knowledge-Based Approach for Structuring Cyclic ML Pipelines in the O&G Industry.

Rafael Brandão, Vítor Lourenço, Marcelo Machado, Leonardo Azevedo, Marcelo Cardoso, Renan Souza, Guilherme Lima, Renato Cerqueira, Márcio Ferreira Moreno

Proceedings of the ISWC 2020 Demos and Industry Tracks: From Novel Ideas to Industrial Practice co-located with 19th International Semantic Web Conference (ISWC 2020), 2020

A Knowledge-Based Approach for Structuring Cyclic Workflows.

Rafael Brandão, Vítor Lourenço, Marcelo Machado, Leonardo Azevedo, Marcelo Cardoso, Renan Souza, Guilherme Lima, Renato Cerqueira, Márcio Ferreira Moreno

Proceedings of the ISWC 2020 Demos and Industry Tracks: From Novel Ideas to Industrial Practice co-located with 19th International Semantic Web Conference (ISWC 2020), 2020

Modern Federated Database Systems: An Overview.

Leonardo Guerreiro Azevedo, Elton Figueiredo de Souza Soares, Renan Souza, Márcio Ferreira Moreno

Proceedings of the 22nd International Conference on Enterprise Information Systems, 2020

2019

Supporting User Steering In Large-Scale Workflows With Provenance Data. (Support des actions de pilotage dans les workflows à grande échelle avec données de provenance).

Renan Souza

PhD thesis, 2019

Keeping track of user steering actions in dynamic workflows.

Renan Souza, Vítor Silva, José J. Camata, Alvaro L. G. A. Coutinho, Patrick Valduriez, Marta Mattoso

Future Gener. Comput. Syst., 2019

Provenance Data in the Machine Learning Lifecycle in Computational Science and Engineering.

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

Proceedings of the 2019 IEEE/ACM Workflows in Support of Large-Scale Science, 2019

Efficient Runtime Capture of Multiworkflow Data Using Provenance.

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

Proceedings of the 15th International Conference on eScience, 2019

2018

Scientific Data Analysis Using Data-Intensive Scalable Computing: The SciDISC Project.

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

Proceedings of the Latin America Data Science Workshop co-located with 44th International Conference on Very Large Data Bases (VLDB 2018), 2018

Towards a Human-in-the-Loop Library for Tracking Hyperparameter Tuning in Deep Learning Development.

Renan Souza, Liliane Neves, Leonardo Azevedo, Ricardo Luiz, Elaine Tady, Paulo R. Cavalin, Marta Mattoso

Proceedings of the Latin America Data Science Workshop co-located with 44th International Conference on Very Large Data Bases (VLDB 2018), 2018

Provenance of Dynamic Adaptations in User-Steered Dataflows.

Renan Souza, Marta Mattoso

Proceedings of the Provenance and Annotation of Data and Processes, 2018

Capturing Provenance for Runtime Data Analysis in Computational Science and Engineering Applications.

Vítor Silva, Renan Souza, José J. Camata, Daniel de Oliveira, Patrick Valduriez, Alvaro L. G. A. Coutinho, Marta Mattoso

Proceedings of the Provenance and Annotation of Data and Processes, 2018

2017

A Hybrid Architecture for Multi-Party Conversational Systems.

Maíra Gatti de Bayser, Paulo Rodrigo Cavalin, Renan Souza, Alan Braz, Heloisa Candello, Claudio S. Pinhanez, Jean-Pierre Briot

CoRR, 2017

Spark Scalability Analysis in a Scientific Workflow.

Renan Souza, Vítor Silva, Pedro Miranda, Alexandre A. B. Lima, Patrick Valduriez, Marta Mattoso

Proceedings of the XXXII Simpósio Brasileiro de Banco de Dados, 2017

2016

Online Input Data Reduction in Scientific Workflows.

Renan Souza, Vítor Silva, Alvaro L. G. A. Coutinho, Patrick Valduriez, Marta Mattoso

Proceedings of the 11th Workshop on Workflows in Support of Large-Scale Science co-located with The International Conference for High Performance Computing, 2016

Integrating Domain-Data Steering with Code-Profiling Tools to Debug Data-Intensive Workflows.

Vítor Silva, Leonardo Neves, Renan Souza, Alvaro L. G. A. Coutinho, Daniel de Oliveira, Marta Mattoso

Proceedings of the 11th Workshop on Workflows in Support of Large-Scale Science co-located with The International Conference for High Performance Computing, 2016

Building a Question-Answering Corpus Using Social Media and News Articles.

Paulo Rodrigo Cavalin, Flavio V. D. de Figueiredo, Maíra Gatti de Bayser, Luis Gregorio Moyano, Heloisa Candello, Ana Paula Appel, Renan Souza

Proceedings of the Computational Processing of the Portuguese Language, 2016

Enhancing Energy Production with Exascale HPC Methods.

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

Proceedings of the High Performance Computing - Third Latin American Conference, 2016

2015

Uma Abordagem para Publicação de Dados de Proveniência de Workflows Científicos na Web Semântica.

Rachel Castro, Renan Souza, Vítor Silva, Kary A. C. S. Ocaña, Daniel de Oliveira, Marta Mattoso

Proceedings of the XXX Simpósio Brasileiro de Banco de Dados, 2015