NeurOPar, A Neural Network-Driven EDP Optimization Strategy for Parallel Workloads
Kunas, Cristiano A., Rossi, Fabio D., Luizelli, Marcelo C., Calheiros, Rodrigo N., Navaux, Philippe O. A., Lorenzon, Arthur F.
Published in 2023 IEEE 35th International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD) (17.10.2023)
Published in 2023 IEEE 35th International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD) (17.10.2023)
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Conference Proceeding
Advancing healthcare with artificial intelligence: diagnostic accuracy of machine learning algorithm in diagnosis of diabetic retinopathy in the Brazilian population
Dos Reis, Mateus A, Künas, Cristiano A, da Silva Araújo, Thiago, Schneiders, Josiane, de Azevedo, Pietro B, Nakayama, Luis F, Rados, Dimitris R V, Umpierre, Roberto N, Berwanger, Otávio, Lavinsky, Daniel, Malerbi, Fernando K, Navaux, Philippe O A, Schaan, Beatriz D
Published in Diabetology and metabolic syndrome (29.08.2024)
Published in Diabetology and metabolic syndrome (29.08.2024)
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Journal Article
Harnessing Cloud Computing for Geophysical Exploration
Machado, Rodrigo C., Kunas, Cristiano A., Lorenzon, Arthur F., Carissimi, Alexandre, Navaux, Philippe O.A.
Published in 2023 International Symposium on Computer Architecture and High Performance Computing Workshops (SBAC-PADW) (17.10.2023)
Published in 2023 International Symposium on Computer Architecture and High Performance Computing Workshops (SBAC-PADW) (17.10.2023)
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Conference Proceeding
Interleaved Execution of Approximated CUDA Kernels in Iterative Applications
Freytag, Gabriel, Kunas, Cristiano A., Rech, Paolo, Navaux, Philippe O. A.
Published in 2024 32nd Euromicro International Conference on Parallel, Distributed and Network-Based Processing (PDP) (20.03.2024)
Published in 2024 32nd Euromicro International Conference on Parallel, Distributed and Network-Based Processing (PDP) (20.03.2024)
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Conference Proceeding
Edge Computing versus Cloud Computing: Impact on Retinal Image Pre-processing
Kunas, Cristiano A., Pinto, Dayla R., Granville, Lisandro Z., Serpa, Matheus S., Padoin, Edson L., Navaux, Philippe O. A.
Published in 2022 International Symposium on Computer Architecture and High Performance Computing Workshops (SBAC-PADW) (01.11.2022)
Published in 2022 International Symposium on Computer Architecture and High Performance Computing Workshops (SBAC-PADW) (01.11.2022)
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Conference Proceeding
Offloading the Training of an I/O Access Pattern Detector to the Cloud
Kunas, Cristiano A., Serpa, Matheus S., Bez, Jean Luca, Padoin, Edson L., Navaux, Philippe O. A.
Published in 2021 International Symposium on Computer Architecture and High Performance Computing Workshops (SBAC-PADW) (01.10.2021)
Published in 2021 International Symposium on Computer Architecture and High Performance Computing Workshops (SBAC-PADW) (01.10.2021)
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Conference Proceeding
Message from the WCC 2022 Workshop Organizers
Published in 2022 International Symposium on Computer Architecture and High Performance Computing Workshops (SBAC-PADW)
(01.11.2022)
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Conference Proceeding