Deciding When and How to Move HPC Jobs to the Cloud
Netto, Marco A. S., Cunha, Renato L. F., Sultanum, Nicole
Published in Computer (Long Beach, Calif.) (01.11.2015)
Published in Computer (Long Beach, Calif.) (01.11.2015)
Get full text
Journal Article
Using link and content over time for embedding generation in Dynamic Attributed Networks
Ana Paula Appel, Cunha, Renato L F, Aggarwal, Charu C, Marcela Megumi Terakado
Published in arXiv.org (22.11.2019)
Published in arXiv.org (22.11.2019)
Get full text
Paper
Journal Article
Job placement advisor based on turnaround predictions for HPC hybrid clouds
Cunha, Renato L.F., Rodrigues, Eduardo R., Tizzei, Leonardo P., Netto, Marco A.S.
Published in Future generation computer systems (01.02.2017)
Published in Future generation computer systems (01.02.2017)
Get full text
Journal Article
JobPruner: A machine learning assistant for exploring parameter spaces in HPC applications
Silva, Bruno, Netto, Marco A.S., Cunha, Renato L.F.
Published in Future generation computer systems (01.06.2018)
Published in Future generation computer systems (01.06.2018)
Get full text
Journal Article
HPC Cloud for Scientific and Business Applications: Taxonomy, Vision, and Research Challenges
Netto, Marco A S, Calheiros, Rodrigo N, Rodrigues, Eduardo R, Cunha, Renato L F, Buyya, Rajkumar
Published in arXiv.org (02.02.2018)
Published in arXiv.org (02.02.2018)
Get full text
Paper
Journal Article
An argument in favor of strong scaling for deep neural networks with small datasets
Renato L de F Cunha, Rodrigues, Eduardo R, Matheus Palhares Viana, Borges Oliveira, Dario Augusto
Published in arXiv.org (13.07.2020)
Published in arXiv.org (13.07.2020)
Get full text
Paper
Journal Article
Evaluating Auto-scaling Strategies for Cloud Computing Environments
Netto, Marco A. S., Cardonha, Carlos, Cunha, Renato L. F., Assuncao, Marcos D.
Published in 2014 IEEE 22nd International Symposium on Modelling, Analysis & Simulation of Computer and Telecommunication Systems (01.09.2014)
Published in 2014 IEEE 22nd International Symposium on Modelling, Analysis & Simulation of Computer and Telecommunication Systems (01.09.2014)
Get full text
Conference Proceeding
A Scalable Machine Learning System for Pre-Season Agriculture Yield Forecast
Cunha, Renato L. F., Silva, Bruno, Netto, Marco A. S.
Published in 2018 IEEE 14th International Conference on e-Science (e-Science) (01.10.2018)
Published in 2018 IEEE 14th International Conference on e-Science (e-Science) (01.10.2018)
Get full text
Conference Proceeding
DeepDownscale: A Deep Learning Strategy for High-Resolution Weather Forecast
Rocha Rodrigues, Eduardo, Oliveira, Igor, Cunha, Renato, Netto, Marco
Published in 2018 IEEE 14th International Conference on e-Science (e-Science) (01.10.2018)
Published in 2018 IEEE 14th International Conference on e-Science (e-Science) (01.10.2018)
Get full text
Conference Proceeding
Context-aware Execution Migration Tool for Data Science Jupyter Notebooks on Hybrid Clouds
Cunha, Renato L. F, Real, Lucas V, Souza, Renan, Silva, Bruno, Netto, Marco A. S
Year of Publication 30.06.2021
Year of Publication 30.06.2021
Get full text
Journal Article
Context-aware Execution Migration Tool for Data Science Jupyter Notebooks on Hybrid Clouds
Cunha, Renato L. F., Villa Real, Lucas C., Souza, Renan, Silva, Bruno, Netto, Marco A. S.
Published in 2021 IEEE 17th International Conference on eScience (eScience) (01.09.2021)
Published in 2021 IEEE 17th International Conference on eScience (eScience) (01.09.2021)
Get full text
Conference Proceeding
Helping HPC Users Specify Job Memory Requirements via Machine Learning
Rodrigues, Eduardo R., Cunha, Renato L. F., Netto, Marco A. S., Spriggs, Michael
Published in 2016 Third International Workshop on HPC User Support Tools (HUST) (01.11.2016)
Published in 2016 Third International Workshop on HPC User Support Tools (HUST) (01.11.2016)
Get full text
Conference Proceeding
DeepDownscale: a Deep Learning Strategy for High-Resolution Weather Forecast
Rodrigues, Eduardo R, Oliveira, Igor, Cunha, Renato L. F, Netto, Marco A. S
Year of Publication 15.08.2018
Year of Publication 15.08.2018
Get full text
Journal Article
An Argument in Favor of Strong Scaling for Deep Neural Networks with Small Datasets
de F. Cunha, Renato L., Rodrigues, Eduardo R., Viana, Matheus Palhares, Borges Oliveira, Dario Augusto
Published in 2018 30th International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD) (01.09.2018)
Published in 2018 30th International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD) (01.09.2018)
Get full text
Conference Proceeding