Context-aware execution migration tool for data science Jupyter notebooks on hybrid clouds
- Renato L.F. Cunha
- Lucas C. Villa Real
- et al.
- 2021
- eScience 2021
Publications
This is our catalog of publications authored by IBM researchers, in collaboration with the global research community. It’s an ever-growing body of work that shows why IBM is one of the most important contributors to modern computing.
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15 results for Renan Souza
Managing data lineage of O&G machine learning models: The sweet spot for shale use case
- Raphael Thiago
- Renan Souza
- et al.
- 2020
- EAGE Digital 2020
Cycle Orchestrator: A knowledge-based approach for structuring cyclic ML pipelines in the O&G industry
- Rafael Brandao
- Vitor Lourenco
- et al.
- 2020
- ISWC-Posters 2020
Modern federated database systems: An overview
- Leonardo G. Azevedo
- Elton Figueiredo de Souza Soares
- et al.
- 2020
- ICEIS 2020
Provenance data in the machine learning lifecycle in computational science and engineering
- Renan Souza
- Patrick Valduriez
- et al.
- 2019
- WORKS 2019
Efficient runtime capture of multiworkflow data using provenance
- Renan Souza
- Marta Mattoso
- et al.
- 2019
- eScience 2019
Towards a human-in-the-loop library for tracking hyperparameter tuning in deep learning development
- Renan Souza
- Liliane Neves
- et al.
- 2018
- LADaS 2018
Integrating domain-data steering with code-profiling tools to debug data-intensive workflows
- Vitor Silva
- Leonardo Neves
- et al.
- 2016
- WORKS 2016
Online input data reduction in scientific workflows
- Renan Souza
- Vitor Silva
- et al.
- 2016
- WORKS 2016
A knowledge-based approach for structuring cyclic workflows
- Rafael Brandao
- Vitor Lourenco
- et al.
- 2020
- ISWC-Posters 2020