Workflow provenance in the lifecycle of scientific machine learning
Souza, Renan, Azevedo, Leonardo G., Lourenço, Vítor, Soares, Elton, Thiago, Raphael, Brandão, Rafael, Civitarese, Daniel, Vital Brazil, Emilio, Moreno, Marcio, Valduriez, Patrick, Mattoso, Marta, Cerqueira, Renato, Netto, Marco A. S.
Published in Concurrency and computation (25.06.2022)
Published in Concurrency and computation (25.06.2022)
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Journal Article
Big Data computing and clouds: Trends and future directions
Assunção, Marcos D., Calheiros, Rodrigo N., Bianchi, Silvia, Netto, Marco A.S., Buyya, Rajkumar
Published in Journal of parallel and distributed computing (01.05.2015)
Published in Journal of parallel and distributed computing (01.05.2015)
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Journal Article
Use of run time predictions for automatic co-allocation of multi-cluster resources for iterative parallel applications
Netto, Marco A.S., Vecchiola, Christian, Kirley, Michael, Varela, Carlos A., Buyya, Rajkumar
Published in Journal of parallel and distributed computing (01.10.2011)
Published in Journal of parallel and distributed computing (01.10.2011)
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Journal Article
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)
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Journal Article
EMUSIM: an integrated emulation and simulation environment for modeling, evaluation, and validation of performance of Cloud computing applications
Calheiros, Rodrigo N., Netto, Marco A.S., De Rose, César A.F., Buyya, Rajkumar
Published in Software, practice & experience (01.05.2013)
Published in Software, practice & experience (01.05.2013)
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Journal Article
Using Application Data for SLA-Aware Auto-scaling in Cloud Environments
Souza, Andre Abrantes D. P., Netto, Marco A. S.
Published in 2015 IEEE 23rd International Symposium on Modeling, Analysis, and Simulation of Computer and Telecommunication Systems (01.10.2015)
Published in 2015 IEEE 23rd International Symposium on Modeling, Analysis, and Simulation of Computer and Telecommunication Systems (01.10.2015)
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Conference Proceeding
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)
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Conference Proceeding
Efficient Runtime Capture of Multiworkflow Data Using Provenance
Souza, Renan, Azevedo, Leonardo, Thiago, Raphael, Soares, Elton, Nery, Marcelo, Netto, Marco A. S., Vital, Emilio, Cerqueira, Renato, Valduriez, Patrick, Mattoso, Marta
Published in 2019 15th International Conference on eScience (eScience) (01.09.2019)
Published in 2019 15th International Conference on eScience (eScience) (01.09.2019)
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Conference Proceeding
Workflow Provenance in the Lifecycle of Scientific Machine Learning
Souza, Renan, Azevedo, Leonardo G, Lourenço, Vítor, Soares, Elton, Raphael Thiago, Brandão, Rafael, Civitarese, Daniel, Emilio Vital Brazil, Moreno, Marcio, Valduriez, Patrick, Mattoso, Marta, Cerqueira, Renato, Netto, Marco A S
Published in arXiv.org (25.08.2021)
Published in arXiv.org (25.08.2021)
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Paper
Journal Article
Server consolidation with migration control for virtualized data centers
Ferreto, Tiago C., Netto, Marco A.S., Calheiros, Rodrigo N., De Rose, César A.F.
Published in Future generation computer systems (01.10.2011)
Published in Future generation computer systems (01.10.2011)
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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)
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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)
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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)
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Paper
Journal Article
Optimising resource costs of cloud computing for education
Koch, Fernando, Assunção, Marcos D., Cardonha, Carlos, Netto, Marco A.S.
Published in Future generation computer systems (01.02.2016)
Published in Future generation computer systems (01.02.2016)
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Journal Article
Big Data Computing and Clouds: Trends and Future Directions
Assuncao, Marcos D, Calheiros, Rodrigo N, Bianchi, Silvia, Netto, Marco A S, Buyya, Rajkumar
Published in arXiv.org (22.08.2014)
Published in arXiv.org (22.08.2014)
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Paper
Journal Article