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High Performance Computing

10th Latin American Conference, CARLA 2023, Cartagena, Colombia, September 18–22, 2023, Revised Selected Papers

  • Conference proceedings
  • © 2024

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Editors:
  1. Carlos J. Barrios H.

    1. Industrial University of Santander, Bucaramanga, Colombia

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  2. Silvio Rizzi

    1. Argonne National Laboratory, Lemont, USA

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  3. Esteban Meneses

    1. Centro Nacional de Alta Tecnología, San José, Costa Rica

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  4. Esteban Mocskos

    1. University of Buenos Aires & Center for Computational Simulation Aplicaciones Tecnológicas, Buenos Aires, Argentina

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  5. Jose M. Monsalve Diaz

    1. Argonne National Laboratory, Lemont, USA

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  6. Javier Montoya

    1. University of Cartagena, Cartagena, Colombia

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Part of the book series: Communications in Computer and Information Science (CCIS, volume 1887)

Included in the following conference series:

Conference proceedings info: CARLA 2023.

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Table of contents (15 papers)

  1. Front Matter

    Pages i-xii
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  2. High Performance Computing (HPC)

    1. Front Matter

      Pages 1-1
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    2. Evaluation of Alternatives to Accelerate Scientific Numerical Calculations on Graphics Processing Units Using Python

      • Johansell Villalobos, Esteban Meneses
      Pages 3-20

    3. Enhancing a GPU-Based Wave Propagation Application Through Loop Tiling and Loop Fission Optimizations

      • Gabriel Costa, Peterson Nogueira, João Speglich, Laian Silva
      Pages 21-35

    4. Acceleration of High-Dimensional Quantum Computing Simulator QuantumSkynet

      • Hernán M. Zuluaga-Bucheli, Andres Giraldo Carvajal, Jose A. Jaramillo-Villegas
      Pages 36-49

    5. Multi-objective Analysis of Power Consumption and Quality of Service in Datacenters for Effective Demand Response

      • Jonathan Muraña, Sergio Nesmachnow
      Pages 50-65

    6. Enhancing the Sparse Matrix Storage Using Reordering Techniques

      • Manuel Freire, Raul Marichal, Sanderson L. Gonzaga de Oliveira, Ernesto Dufrechou, Pablo Ezzatti
      Pages 66-76

    7. Towards Fault Tolerance and Resilience in the Sequential Codelet Model

      • Diego A. Roa Perdomo, Rafael A. Herrera Guaitero, Dawson Fox, Hervé Yviquel, Siddhisanket Raskar, Xiaoming Li et al.
      Pages 77-94

  3. Artificial Intelligence using HPC Scale

    1. Front Matter

      Pages 95-95
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    2. Parallel-Distributed Implementation of the Lipizzaner Framework for Multiobjective Coevolutionary Training of Generative Adversarial Networks

      • Sergio Nesmachnow, Jamal Toutouh, Guillermo Ripa, Agustín Mautone, Andrés Vidal
      Pages 97-112

    3. Provenance-Based Dynamic Fine-Tuning of Cross-Silo Federated Learning

      • Camila Lopes, Alan L. Nunes, Cristina Boeres, Lúcia M. A. Drummond, Daniel de Oliveira
      Pages 113-127

  4. High Performance Computing Applications

    1. Front Matter

      Pages 129-129
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    2. A GPU Numerical Implementation of a 2D Simplified Wildfire Spreading Model

      • Daniel San Martin, Claudio E. Torres
      Pages 131-145

    3. Towards a Multi-GPU Implementation of a Seismic Application

      • Pedro H. C. Rigon, Brenda S. Schussler, Edson L. Padoin, Arthur F. Lorenzon, Alexandre Carissimi, Philippe O. A. Navaux
      Pages 146-159

    4. What Does a Nation-Wide Digital Nervous System Use for an Operating System?

      • Nicolás Erdödy, Richard O’Keefe, Ian Yule
      Pages 160-169

    5. The Impact of CUDA Execution Configuration Parameters on the Performance and Energy of a Seismic Application

      • Brenda S. Schussler, Pedro H. C. Rigon, Arthur F. Lorenzon, Alexandre Carissimi, Philippe O. A. Navaux
      Pages 170-183

    6. High-Performance Computing for Astrophysical Simulations and Astroparticle Observations

      • L. M. Becerra, C. Sarmiento-Cano, A. Martínez-Méndez, Y. Dominguez, L. A. Núñez
      Pages 184-196

    7. Parallel Hybrid-Heterogeneous Single Value Decomposition Factorization

      • Juan C. Hernández-Cortés, Amilcar Meneses Viveros, Liliana Ibeth Barbosa-Santillán, Erika Hernández-Rubio, Juan J. Sánchez-Escobar
      Pages 197-211

    8. Improvement of the Simulation of the Degradation of Reinforced Concrete in Saltwater Environments Using Directives

      • Félix A. Mejía, Carlos J. Barrios H., Darío Y. Peña B.
      Pages 212-225

  5. Back Matter

    Pages 227-228
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Other volumes

  1. High Performance Computing

Keywords

About this book

This book constitutes the refereed revised selected papers of the 10th Latin American Conference on High Performance Computing, CARLA 2023, held in Cartagena, Colombia, during September 18–22, 2023.
The 14 full papers included in this book were carefully reviewed and selected from 26 submissions. They were organized in topical sections as follows: High Performance Computing (HPC), Artificial Intelligence using HPC Scale and High Performance Computing Applications.

Editors and Affiliations

  • Industrial University of Santander, Bucaramanga, Colombia

    Carlos J. Barrios H.

  • Argonne National Laboratory, Lemont, USA

    Silvio Rizzi, Jose M. Monsalve Diaz

  • Centro Nacional de Alta Tecnología, San José, Costa Rica

    Esteban Meneses

  • University of Buenos Aires & Center for Computational Simulation Aplicaciones Tecnológicas, Buenos Aires, Argentina

    Esteban Mocskos

  • University of Cartagena, Cartagena, Colombia

    Javier Montoya

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