Linked e-resources
Details
Table of Contents
[I]. High performance computing applications: Dynamically distributing tasks from an unattended parallel compiler with Cloudbook / José J. García-Aranda, Juan Ramos-Díaz, Sergio Molina-Cardín, Xavier Larriva-Novo, Andrés Bustos, Luis A. Galindo et al.
Fostering remote visulaization : experiences in two different HPC sites / Sergio Augusto Gélvez Cortés, César A. Bernal, Carlos J. Barrios, Benjamín Hernández
High performance computing simulations of granular media in silos / Miguel Da Silva, Sergio Nesmachnow, Santiago Iturriaga, Gabriel Usera
Performance analysis of main public cloud big data services processing Brazilian government data / Leonardo Rebouças de Carvalho, Marcelo Augusto da Cruz Motta, Aleteia Patricia Favacho de Araújo
Accelerating machine learning algorithms with TensorFlow using thread mapping policies / Matheus W. Camargo, Matheus S. Serpa, Danilo Carastan-Santos, Alexandre Carissimi, Philippe O. A. Navaux
Methodology for design and implementation an efficient HPC cluster / L.A. Torres, Carlos J. Barrios
Estimating the execution time of the coupled stage in multiscale numerical simulations / Juan H. L. Fabian, Antônio T. A. Gomes, Eduardo Ogasawara.
[II]. High performance computing and artificial intelligence: Using HPC as a competitive advantage in an international robotics challenge / Claudia Álvarez Aparicio, Jonatan Ginés, Miguel A. Santamarta, Francisco Martín Rico, Ángel M. Guerrero Higueras, Francisco J. Rodríguez Lera et al.
A survey on privacy-preserving machine leraning with fully homomorphic encryption / Luis Bernardo Pulido-Gaytan, Andrei Tchernykh, Jorge M. Cortés-Mendoza, Mikhail Babenko, Gleb Radchenko
Distributed greedy approach for autonomous surveillance using unmanned aerial vehicles / Santiago Behak, Giovani Rondán, Martín Zanetti, Santiago Iturriaga, Sergio Nesmachnow
Electricity demand forecasting using computational intelligence and high performance computing / Rodrigo Porteiro, Sergio Nesmachnow
Parallel/distributed generative adversarial neural networks for data augmentation of COVID-19 training images / Jamal Toutouh, Mathias Esteban, Sergio Nesmachnow
Analysis of regularization in deep leraning models on testbed architectures / Félix Armando Mejía Cajicá, John A. García Henao, Carlos Jaime Barrios Hernández, Michel Riveill
Computer application for the detection of skin diseases in photographic images using convolutional neural networks / Alejandro Reátegui Pezo, Isaac Ocampo Yahuarcani, Angela Milagros Nuñez Satalaya, Lelis Antony Saravia Llaja, Carlos Alberto García Cortegano, Astrid Fariza Panduro Ahuanari
Neocortex and Bridges-2 : a high performance AI+HPC ecosystem for science, discovery, and societal good / Paola A. Buitrago, Nicholas A. Nystrom.
Fostering remote visulaization : experiences in two different HPC sites / Sergio Augusto Gélvez Cortés, César A. Bernal, Carlos J. Barrios, Benjamín Hernández
High performance computing simulations of granular media in silos / Miguel Da Silva, Sergio Nesmachnow, Santiago Iturriaga, Gabriel Usera
Performance analysis of main public cloud big data services processing Brazilian government data / Leonardo Rebouças de Carvalho, Marcelo Augusto da Cruz Motta, Aleteia Patricia Favacho de Araújo
Accelerating machine learning algorithms with TensorFlow using thread mapping policies / Matheus W. Camargo, Matheus S. Serpa, Danilo Carastan-Santos, Alexandre Carissimi, Philippe O. A. Navaux
Methodology for design and implementation an efficient HPC cluster / L.A. Torres, Carlos J. Barrios
Estimating the execution time of the coupled stage in multiscale numerical simulations / Juan H. L. Fabian, Antônio T. A. Gomes, Eduardo Ogasawara.
[II]. High performance computing and artificial intelligence: Using HPC as a competitive advantage in an international robotics challenge / Claudia Álvarez Aparicio, Jonatan Ginés, Miguel A. Santamarta, Francisco Martín Rico, Ángel M. Guerrero Higueras, Francisco J. Rodríguez Lera et al.
A survey on privacy-preserving machine leraning with fully homomorphic encryption / Luis Bernardo Pulido-Gaytan, Andrei Tchernykh, Jorge M. Cortés-Mendoza, Mikhail Babenko, Gleb Radchenko
Distributed greedy approach for autonomous surveillance using unmanned aerial vehicles / Santiago Behak, Giovani Rondán, Martín Zanetti, Santiago Iturriaga, Sergio Nesmachnow
Electricity demand forecasting using computational intelligence and high performance computing / Rodrigo Porteiro, Sergio Nesmachnow
Parallel/distributed generative adversarial neural networks for data augmentation of COVID-19 training images / Jamal Toutouh, Mathias Esteban, Sergio Nesmachnow
Analysis of regularization in deep leraning models on testbed architectures / Félix Armando Mejía Cajicá, John A. García Henao, Carlos Jaime Barrios Hernández, Michel Riveill
Computer application for the detection of skin diseases in photographic images using convolutional neural networks / Alejandro Reátegui Pezo, Isaac Ocampo Yahuarcani, Angela Milagros Nuñez Satalaya, Lelis Antony Saravia Llaja, Carlos Alberto García Cortegano, Astrid Fariza Panduro Ahuanari
Neocortex and Bridges-2 : a high performance AI+HPC ecosystem for science, discovery, and societal good / Paola A. Buitrago, Nicholas A. Nystrom.