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High Performance Computing

5th Latin American Conference, CARLA 2018, Bucaramanga, Colombia, September 26–28, 2018, Revised Selected Papers

  • Conference proceedings
  • © 2019

Overview

Editors:
  1. Esteban Meneses

    1. Instituto Tecnológico de Costa Rica, Centro Nacional de Alta Tecnología , Pavas, Costa Rica

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  2. Harold Castro

    1. Universidad de los Andes, Bogotá, Colombia

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  3. Carlos Jaime Barrios Hernández

    1. Universidad Industrial de Santander, Bucaramanga, Colombia

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  4. Raul Ramos-Pollan

    1. Universidad de Antioquia, Medellín, Colombia

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Part of the book series: Communications in Computer and Information Science (CCIS, volume 979)

Included in the following conference series:

Conference proceedings info: CARLA 2018.

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Table of contents (24 papers)

  1. Front Matter

    Pages i-xi
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  2. Artificial Intelligence

    1. Front Matter

      Pages 1-1
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    2. Parallel and Distributed Processing for Unsupervised Patient Phenotype Representation

      • John Anderson García Heano, Frédéric Precioso, Pascal Staccini, Michel Riveill
      Pages 3-17

    3. Evolutionary Algorithms for Convolutional Neural Network Visualisation

      • Nicolas Bernard, Franck Leprévost
      Pages 18-32

    4. Breast Cancer Classification: A Deep Learning Approach for Digital Pathology

      • Pablo Guillén-Rondon, Melvin Robinson, Jerry Ebalunode
      Pages 33-40

    5. Where Do HPC and Cognitive Science Meet in Latin America?

      • Alvaro de la Ossa Osegueda
      Pages 41-55

  3. Accelerators

    1. Front Matter

      Pages 57-57
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    2. A Hybrid Reinforcement Learning and Cellular Automata Model for Crowd Simulation on the GPU

      • Sergio Ruiz, Benjamín Hernández
      Pages 59-74

    3. In-situ Visualization of the Propagation of the Electric Potential in a Human Atrial Model Using GPU

      • John H. Osorio, Andres P. Castano, Oscar Henao, Juan Hincapie
      Pages 75-89

    4. GPU Acceleration for Directional Variance Based Intra-prediction in HEVC

      • Derek Nola, Elena G. Paraschiv, Damián Ruiz-Coll, María Pantoja, Gerardo Fernández-Escribano
      Pages 90-100

    5. Fast Marching Method in Seismic Ray Tracing on Parallel GPU Devices

      • Jorge Monsegny, Jonathan Monsalve, Kareth León, Maria Duarte, Sandra Becerra, William Agudelo et al.
      Pages 101-111

    6. Improving Performance and Energy Efficiency of Geophysics Applications on GPU Architectures

      • Pablo J. Pavan, Matheus S. Serpa, Emmanuell Diaz Carreño, Víctor Martínez, Edson Luiz Padoin, Philippe O. A. Navaux et al.
      Pages 112-122

    7. FleCSPHg: A GPU Accelerated Framework for Physics and Astrophysics Simulations

      • Julien Loiseau, François Alin, Christophe Jaillet, Michaël Krajecki
      Pages 123-137

  4. Applications

    1. Front Matter

      Pages 139-139
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    2. Comparison of Tree Based Strategies for Parallel Simulation of Self-gravity in Agglomerates

      • Nestor Rocchetti, Sergio Nesmachnow, Gonzalo Tancredi
      Pages 141-156

    3. Parallel Implementations of Self-gravity Calculation for Small Astronomical Bodies on Xeon Phi

      • Sebastián Caballero, Andrés Baranzano, Sergio Nesmachnow
      Pages 157-173

    4. Visualization of a Jet in Turbulent Crossflow

      • Guillermo Araya, Guillermo Marin, Fernando Cucchietti, Irene Meta, Rogeli Grima
      Pages 174-178

    5. Acceleration of Hydrology Simulations Using DHSVM for Multi-thousand Runs and Uncertainty Assessment

      • Andrew Adriance, Maria Pantoja, Chris Lupo
      Pages 179-193

    6. Fine-Tuning an OpenMP-Based TVD–Hopmoc Method Using Intel® Parallel Studio XE Tools on Intel® Xeon® Architectures

      • Frederico L. Cabral, Carla Osthoff, Roberto P. Souto, Gabriel P. Costa, Sanderson L. Gonzaga de Oliveira, Diego Brandão et al.
      Pages 194-209

  5. Performance Evaluation

    1. Front Matter

      Pages 211-211
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Keywords

About this book

This book constitutes the proceedings of the 5th Latin American Conference, CARLA 2018, held in Bucaramanga, Colombia, in September 2018.

The 24 papers presented in this volume were carefully reviewed and selected from 38 submissions. They are organized in topical sections on: 

Artificial Intelligence; Accelerators; Applications; Performance Evaluation; Platforms and Infrastructures; Cloud Computing.

Editors and Affiliations

  • Instituto Tecnológico de Costa Rica, Centro Nacional de Alta Tecnología , Pavas, Costa Rica

    Esteban Meneses

  • Universidad de los Andes, Bogotá, Colombia

    Harold Castro

  • Universidad Industrial de Santander, Bucaramanga, Colombia

    Carlos Jaime Barrios Hernández

  • Universidad de Antioquia, Medellín, Colombia

    Raul Ramos-Pollan

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