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High Performance Computing

7th Latin American Conference, CARLA 2020, Cuenca, Ecuador, September 2–4, 2020, Revised Selected Papers

  • Conference proceedings
  • © 2021

Overview

Editors:
  1. Sergio Nesmachnow

    1. Universidad de la República, Montevideo, Uruguay

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  2. Harold Castro

    1. Universidad de los Andes, Bogotá, Colombia

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    You can also search for this editor in PubMed   Google Scholar

  3. Andrei Tchernykh

    1. CICESE Research Center, Ensenada, Mexico

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    You can also search for this editor in PubMed   Google Scholar

Part of the book series: Communications in Computer and Information Science (CCIS, volume 1327)

Included in the following conference series:

Conference proceedings info: CARLA 2020.

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Table of contents (15 papers)

  1. Front Matter

    Pages i-xii
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  2. High Performance Computing Applications

    1. Front Matter

      Pages 1-1
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    2. 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.
      Pages 3-17

    3. Fostering Remote Visualization: Experiences in Two Different HPC Sites

      • Sergio Augusto Gélvez Cortés, César A. Bernal, Carlos J. Barrios, Benjamín Hernández
      Pages 18-33

    4. High Performance Computing Simulations of Granular Media in Silos

      • Miguel Da Silva, Sergio Nesmachnow, Santiago Iturriaga, Gabriel Usera
      Pages 34-48

    5. 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
      Pages 49-61

    6. 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
      Pages 62-70

    7. Methodology for Design and Implementation an Efficient HPC Cluster

      • L. A. Torres, Carlos J. Barrios
      Pages 71-85

    8. Estimating the Execution Time of the Coupled Stage in Multiscale Numerical Simulations

      • Juan H. L. Fabian, Antônio T. A. Gomes, Eduardo Ogasawara
      Pages 86-100

  3. High Performance Computing and Artificial Intelligence

    1. Front Matter

      Pages 101-101
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    2. 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.
      Pages 103-114

    3. A Survey on Privacy-Preserving Machine Learning with Fully Homomorphic Encryption

      • Luis Bernardo Pulido-Gaytan, Andrei Tchernykh, Jorge M. Cortés-Mendoza, Mikhail Babenko, Gleb Radchenko
      Pages 115-129

    4. Distributed Greedy Approach for Autonomous Surveillance Using Unmanned Aerial Vehicles

      • Santiago Behak, Giovani Rondán, Martín Zanetti, Santiago Iturriaga, Sergio Nesmachnow
      Pages 130-145

    5. Electricity Demand Forecasting Using Computational Intelligence and High Performance Computing

      • Rodrigo Porteiro, Sergio Nesmachnow
      Pages 146-161

    6. Parallel/Distributed Generative Adversarial Neural Networks for Data Augmentation of COVID-19 Training Images

      • Jamal Toutouh, Mathias Esteban, Sergio Nesmachnow
      Pages 162-177

    7. Analysis of Regularization in Deep Learning Models on Testbed Architectures

      • Félix Armando Mejía Cajicá, John A. García Henao, Carlos Jaime Barrios Hernández, Michel Riveill
      Pages 178-192

    8. 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
      Pages 193-204

    9. Neocortex and Bridges-2: A High Performance AI+HPC Ecosystem for Science, Discovery, and Societal Good

      • Paola A. Buitrago, Nicholas A. Nystrom
      Pages 205-219

  4. Back Matter

    Pages 221-221
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Other volumes

  1. High Performance Computing

Keywords

About this book

This book constitutes revised selected papers of the 7th Latin American High Performance Computing Conference, CARLA 2020, held in Cuenca, Ecuador, in September 2020. Due to the COVID-19 pandemic the conference was held in a virtual mode. 

The 15 revised full papers presented were carefully reviewed and selected out of 36 submissions. The papers included in this book are organized according to the topics on ​High Performance Computing Applications; High Performance Computing and Artificial Intelligence.

Editors and Affiliations

  • Universidad de la República, Montevideo, Uruguay

    Sergio Nesmachnow

  • Universidad de los Andes, Bogotá, Colombia

    Harold Castro

  • CICESE Research Center, Ensenada, Mexico

    Andrei Tchernykh

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