Vinicius M. Gottin
Vinicius M. Gottin
Data Scientist, Dell Technologies
Verified email at
Cited by
Cited by
Automatic caching decision for scientific dataflow execution in apache spark
VM Gottin, E Pacheco, J Dias, AEM Ciarlini, B Costa, W Vieira, YM Souto, ...
Proceedings of the 5th ACM SIGMOD Workshop on Algorithms and Systems for …, 2018
Applying big data analytics to logistics processes of oil and gas exploration and production through a hybrid modeling and simulation approach
CJN Sousa, IHF Santos, VT Almeida, AR Almeida, GM Silva, AE Ciarlini, ...
Offshore Technology Conference Brasil, D011S013R001, 2015
Building neural networks for resource allocation for iterative workloads using reinforcement learning
TS Calmon, VM Gottin
US Patent 11,461,145, 2022
Workflow optimization
JF Dias, A Ciarlini, RD Pinho, V Gottin, A Maximo, E Pacheco, D Holmes, ...
US Patent 11,315,014, 2022
Network traversal as an aid to plot analysis and composition
ES de Lima, VM Gottin, B Feijó, AL Furtado
2017 16th Brazilian Symposium on Computer Games and Digital Entertainment …, 2017
In-memory dataflow execution with dynamic placement of cache operations
VM Gottin, FAM Porto, YM Souto
US Patent 10,802,975, 2020
Database system and methods for domain-tailored detection of outliers, patterns, and events in data streams
JF Dias, DS Bruno, A de Almeida Maximo, AB Prado, VM Gottin, M Barros
US Patent 10,409,817, 2019
A nondeterministic temporal planning model for generating narratives with continuous change in interactive storytelling
P Abelha, V Gottin, A Ciarlini, E Araujo, A Furtado, B Feijo, F Silva, ...
Proceedings of the AAAI Conference on Artificial Intelligence and …, 2013
Deep reinforcement learning for workflow optimization using provenance-based simulation
VM Göttin, DS Menasché, AL Bordignon
US Patent 11,614,978, 2023
An analysis of degree curricula through mining student records
V Gottin, H Jiménez, AC Finamore, MA Casanova, AL Furtado, BP Nunes
2017 IEEE 17th International Conference on Advanced Learning Technologies …, 2017
Personality and preference modeling for adaptive storytelling
ES de Lima, B Feijó, AL Furtado, VM Gottin
2018 17th Brazilian Symposium on Computer Games and Digital Entertainment …, 2018
Applying Digital Storytelling to Information System Domains
VM Gottin, ES Lima, AL Furtado
Proceedings of the XIV Brazilian Symposium on Computer Games and Digital …, 2015
Adaptable online breakpoint detection over I/O trace time series via deep neural network autoencoders re-parameterization
EV Sousa, VM Gottin, PR Salas
US Patent 11,550,686, 2023
Probabilistic model for file-specific compression selection under SLA-constraints
RT de Abreu Pinho, VM Gottin, J Christner
US Patent 11,641,212, 2023
Initialization of resource allocation for a workload characterized using a regression model
TS Calmon, VM Gottin, EV Sousa
US Patent 11,327,801, 2022
Adaptive stochastic learning state compression for federated learning in infrastructure domains
PN Da Silva, PA Ferreira, RNS Neto, TS Calmon, VM Gottin
US Patent App. 16/892,746, 2021
Adaptive look-ahead configuration for prefetching data in input/output operations based on request size and frequency
JF Dias, RT de Abreu Pinho, AB Prado, VM Gottin, TS Calmon, EV Sousa, ...
US Patent 10,871,902, 2020
Predicting time-to-finish of a workflow using deep neural network with biangular activation functions
VM Gottin, AL Bordignon
US Patent 10,853,718, 2020
System and method for prediction based cache management
JF Dias, RT de Abreu Pinho, AB Prado, VM Gottin, TS Calmon, O Martin
US Patent App. 16/395,426, 2020
Massively parallel processing (MPP) large-scale combination of time series data
AEM Ciarlini, JF Dias, A de Almeida Maximo, VM Gottin, M Barros
US Patent 10,339,235, 2019
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