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9th CARLA 2022: Porto Alegre, Brazil
- Philippe O. A. Navaux
, Carlos J. Barrios
, Carla Osthoff
, Ginés D. Guerrero:
High Performance Computing - 9th Latin American Conference, CARLA 2022, Porto Alegre, Brazil, September 26-30, 2022, Revised Selected Papers. Communications in Computer and Information Science 1660, Springer 2022, ISBN 978-3-031-23820-8 - Oscar Blandino H., Esteban Meneses:
A Comparative Evaluation of Parallel Programming Python Tools for Particle-in-Cell on Symmetric Multiprocessors. 1-15 - Yi-Chien Lin
, Bingyi Zhang, Viktor K. Prasanna
:
Accelerating GNN Training on CPU+Multi-FPGA Heterogeneous Platform. 16-30 - Diego Jiménez
, Javier Herrera-Mora
, Markus Rampp
, Erwin Laure
, Esteban Meneses
:
Implementing a GPU-Portable Field Line Tracing Application with OpenMP Offload. 31-46 - Aurelio Vivas
, Harold Castro
:
Quantitative Characterization of Scientific Computing Clusters. 47-62 - Bruno da Silva Alves, Luciano Paschoal Gaspary, Lucas Mello Schnorr:
Towards Parameter-Based Profiling for MARE2DEM Performance Modeling. 63-77 - Federico Favaro, Ernesto Dufrechou, Juan P. Oliver, Pablo Ezzatti:
Time-Power-Energy Balance of blas Kernels in Modern fpgas. 78-89 - Antônio Tadeu Azevedo Gomes
, Larissa Miguez da Silva, Frédéric Valentin
:
Improving Boundary Layer Predictions Using Parametric Physics-Aware Neural Networks. 90-102 - Jhon Deivy Perez Arguello
, Carlos Jaime Barrios Hernández
, Julián Rodriguez-Ferreira
:
Towards Fire Identification Model in Satellite Images Using HPC Embedded Systems and AI. 103-115 - Cristian Fernando Toro Beltran, Erick Daniel Villarreal Ibañez, Vivian Milen Orejuela, John Anderson García Henao:
A Machine Learning-Based Missing Data Imputation with FHIR Interoperability Approach in Sepsis Prediction. 116-130 - Danilo Carastan-Santos
, Thi Hoang Thi Pham
:
Understanding the Energy Consumption of HPC Scale Artificial Intelligence. 131-144 - Edgar León-Sandoval
, Mahdi Zareei
, Liliana Ibeth Barbosa-Santillán
, Luis Eduardo Falcón-Morales
:
Using Big Data and Serverless Architecture to Follow the Emotional Response to the COVID-19 Pandemic in Mexico. 145-159 - Carlos Henrique dos S. Barbosa
, Alvaro L. G. A. Coutinho
:
Multi-GPU 3-D Reverse Time Migration with Minimum I/O. 160-173 - Kary A. C. S. Ocaña, Lucas Cruz, Micaella Coelho, Rafael Terra, Marcelo Galheigo, Andre Ramos Carneiro, Diego Carvalho, Luiz M. R. Gadelha Jr.
, Francieli Zanon Boito, Philippe O. A. Navaux, Carla Osthoff:
ParslRNA-Seq: An Efficient and Scalable RNAseq Analysis Workflow for Studies of Differentiated Gene Expression. 174-189 - Franco Seveso, Raúl Marichal, Ernesto Dufrechou, Pablo Ezzatti:
Refactoring an Electric-Market Simulation Software for Massively Parallel Computations. 190-204 - Gilberto J. Díaz T
, Carlos Jaime Barrios Hernández
, Luiz Angelo Steffenel
, Jean-François Couturier:
Nearly Quantum Computing by Simulation. 205-219 - Felipe de Jesús Orozco Luna, Jesús Manuel Alemán González, Verónica Lizette Robles Dueñas:
Functionality Testing in the Automation of Scientific Application Workflows in an HPC Environment. 220-232
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