| 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 | 17 | 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 | 16 | 2015 |
| Building neural networks for resource allocation for iterative workloads using reinforcement learning TS Calmon, VM Gottin US Patent 11,461,145, 2022 | 13 | 2022 |
| Workflow optimization JF Dias, A Ciarlini, RD Pinho, V Gottin, A Maximo, E Pacheco, D Holmes, ... US Patent 11,315,014, 2022 | 13 | 2022 |
| 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 | 12 | 2019 |
| In-memory dataflow execution with dynamic placement of cache operations VM Gottin, FAM Porto, YM Souto US Patent 10,802,975, 2020 | 11 | 2020 |
| 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 | 10 | 2017 |
| Deep reinforcement learning for workflow optimization using provenance-based simulation VM Göttin, DS Menasché, AL Bordignon US Patent 11,614,978, 2023 | 8 | 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 | 7 | 2017 |
| 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 | 7 | 2013 |
| Online anomaly detection using pairwise agreement in heterogeneous model ensemble VM Gottin, TS Calmon US Patent 11,176,488, 2021 | 5 | 2021 |
| 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 | 5 | 2019 |
| 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 | 5 | 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 | 5 | 2015 |
| Bayesian SignSGD Optimizer for Federated Learning PA Ferreira, PN da Silva, V Gottin, R Stelling, T Calmon Advances in Neural Information Processing Systems 34, 2021 | 4 | 2021 |
| Adaptation of resource allocation for multiple workloads using interference effect of resource allocation of additional workloads on performance TS Calmon, VM Gottin, EV Sousa US Patent 11,586,474, 2023 | 3 | 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 | 3 | 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 | 3 | 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 | 3 | 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 | 3 | 2020 |
