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Renan Souza 0001
Person information
- affiliation: Oak Ridge National Lab, TN, USA
- 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
- 2024
- [c23]Renan Souza, Silvina Caíno-Lores, Mark Coletti, Tyler J. Skluzacek, Alexandru Costan, Frédéric Suter, Marta Mattoso, Rafael Ferreira da Silva:
Workflow Provenance in the Computing Continuum for Responsible, Trustworthy, and Energy-Efficient AI. e-Science 2024: 1-7 - [c22]Leonardo Guerreiro Azevedo
, Renan Souza
HKPoly: A Polystore Architecture to Support Data Linkage and Queries on Distributed and Heterogeneous Data. SBSI 2024: 50:1-50:10 - [c21]Tyler J. Skluzacek
Towards Cross-Facility Workflows Orchestration through Distributed Automation. PEARC 2024: 72:1-72:4 - [i12]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:
Workflows Community Summit 2024: Future Trends and Challenges in Scientific Workflows. CoRR abs/2410.14943 (2024) - 2023
- [c20]Daniel Rosendo, Marta Mattoso
ProvLight: Efficient Workflow Provenance Capture on the Edge-to-Cloud Continuum. CLUSTER 2023: 221-233 - [c19]Renan Souza, Tyler J. Skluzacek, Sean R. Wilkinson
Towards Lightweight Data Integration Using Multi-Workflow Provenance and Data Observability. e-Science 2023: 1-10 - [i11]Daniel Rosendo, Marta Mattoso, Alexandru Costan, Renan Souza, Débora B. Pina, Patrick Valduriez, Gabriel Antoniu:
ProvLight: Efficient Workflow Provenance Capture on the Edge-to-Cloud Continuum. CoRR abs/2307.10658 (2023) - [i10]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:
A Polystore Architecture Using Knowledge Graphs to Support Queries on Heterogeneous Data Stores. CoRR abs/2308.03584 (2023) - [i9]Renan Souza, Tyler J. Skluzacek, Sean R. Wilkinson, Maxim A. Ziatdinov, Rafael Ferreira da Silva:
Towards Lightweight Data Integration using Multi-workflow Provenance and Data Observability. CoRR abs/2308.09004 (2023) - 2022
- [j5]Renan Souza
Workflow provenance in the lifecycle of scientific machine learning. Concurr. Comput. Pract. Exp. 34(14) (2022) - 2021
- [j4]Renan Souza, Vítor Silva
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
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 Carolina Carvalho Moreira Oliveira, Márcio Ferreira Moreno:
Supporting Polystore Queries using Provenance in a Hyperknowledge Graph. ISWC (Posters/Demos/Industry) 2021 - [i8]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) - [i7]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
Workflows Community Summit: Advancing the State-of-the-art of Scientific Workflows Management Systems Research and Development. CoRR abs/2106.05177 (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
- [b1]Renan Souza:
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). Federal University of Rio de Janeiro, Brazil, 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
Efficient Runtime Capture of Multiworkflow Data Using Provenance. eScience 2019: 359-368 - [c11]Renan Souza, Patrick Valduriez, Marta Mattoso
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
Enhancing Energy Production with Exascale HPC Methods. CARLA 2016: 233-246 - [c4]Paulo Rodrigo Cavalin, Flavio V. D. de Figueiredo, Maíra Gatti de Bayser
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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last updated on 2024-12-03 20:28 CET by the dblp team
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