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High Performance Computing

4th Latin American Conference, CARLA 2017, Buenos Aires, Argentina, and Colonia del Sacramento, Uruguay, September 20-22, 2017, Revised Selected Papers

  • Conference proceedings
  • © 2018

Overview

Editors:
  1. Esteban Mocskos

    1. CSC-CONICET and Universidad de Buenos Aires, Buenos Aires, Argentina

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    You can also search for this editor in PubMed   Google Scholar

  2. Sergio Nesmachnow

    1. Universidad de la República, Montevideo, Uruguay

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

Part of the book series: Communications in Computer and Information Science (CCIS, volume 796)

Included in the following conference series:

Conference proceedings info: CARLA 2017.

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Table of contents (29 papers)

  1. Front Matter

    Pages I-XIV
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  2. HPC Infrastructures and Datacenters

    1. Front Matter

      Pages 1-1
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    2. A Deep Learning Mapper (DLM) for Scheduling on Heterogeneous Systems

      • Daniel Nemirovsky, Tugberk Arkose, Nikola Markovic, Mario Nemirovsky, Osman Unsal, Adrian Cristal et al.
      Pages 3-20

    3. Power Consumption Characterization of Synthetic Benchmarks in Multicores

      • Jonathan Muraña, Sergio Nesmachnow, Santiago Iturriaga, Andrei Tchernykh
      Pages 21-37

    4. Initial Experiences from TUPAC Supercomputer

      • David Vinazza, Alejandro Otero, Alejandro Soba, Esteban Mocskos
      Pages 38-52

  3. HPC Industry and Education

    1. Front Matter

      Pages 53-53
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    2. romeoLAB: A High Performance Training Platform for HPC, GPU and DeepLearning

      • Arnaud Renard, Jean-Matthieu Etancelin, Michael Krajecki
      Pages 55-67

  4. GPU, Multicores, Accelerators

    1. Front Matter

      Pages 69-69
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    2. Analysis and Characterization of GPU Benchmarks for Kernel Concurrency Efficiency

      • Pablo Carvalho, Lúcia M. A. Drummond, Cristiana Bentes, Esteban Clua, Edson Cataldo, Leandro A. J. Marzulo
      Pages 71-86

    3. Parallel Batch Self-Organizing Map on Graphics Processing Unit Using CUDA

      • Habib Daneshpajouh, Pierre Delisle, Jean-Charles Boisson, Michael Krajecki, Nordin Zakaria
      Pages 87-100

    4. Performance Prediction of Acoustic Wave Numerical Kernel on Intel Xeon Phi Processor

      • Víctor Martínez, Matheus Serpa, Fabrice Dupros, Edson L. Padoin, Philippe Navaux
      Pages 101-110

    5. Evaluating the NVIDIA Tegra Processor as a Low-Power Alternative for Sparse GPU Computations

      • José I. Aliaga, Ernesto Dufrechou, Pablo Ezzatti, Enrique S. Quintana-Ortí
      Pages 111-122

  5. HPC Applications and Tools

    1. Front Matter

      Pages 123-123
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    2. Benchmarking Performance: Influence of Task Location on Cluster Throughput

      • Manuel Rodríguez-Pascual, José Antonio Moríñigo, Rafael Mayo-García
      Pages 125-138

    3. PRIMULA: A Framework Based on Finite Elements to Address Multi Scale and Multi Physics Problems

      • Alejandro Soba
      Pages 139-153

    4. FaaSter, Better, Cheaper: The Prospect of Serverless Scientific Computing and HPC

      • Josef Spillner, Cristian Mateos, David A. Monge
      Pages 154-168

    5. AccaSim: An HPC Simulator for Workload Management

      • Cristian Galleguillos, Zeynep Kiziltan, Alessio Netti
      Pages 169-184

    6. SherlockFog: Finding Opportunities for MPI Applications in Fog and Edge Computing

      • Maximiliano Geier, Esteban Mocskos
      Pages 185-199

  6. Big Data and Data Management

    1. Front Matter

      Pages 201-201
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    2. IoT Workload Distribution Impact Between Edge and Cloud Computing in a Smart Grid Application

      • Otávio Carvalho, Manuel Garcia, Eduardo Roloff, Emmanuell Diaz Carreño, Philippe O. A. Navaux
      Pages 203-217
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  1. High Performance Computing

Keywords

About this book

This book constitutes the proceedings of the 4th Latin American Conference on High Performance Computing, CARLA 2017, held in Buenos Aires, Argentina, and Colonia del Sacramento, Uruguay, in September 2017.

The 29 papers presented in this volume were carefully reviewed and selected from 50 submissions. They are organized in topical sections named: HPC infrastructures and datacenters; HPC industry and education; GPU, multicores, accelerators; HPC applications and tools; big data and data management; parallel and distributed algorithms; Grid, cloud and federations.

Editors and Affiliations

  • CSC-CONICET and Universidad de Buenos Aires, Buenos Aires, Argentina

    Esteban Mocskos

  • Universidad de la República, Montevideo, Uruguay

    Sergio Nesmachnow

Bibliographic Information

  • Book Title: High Performance Computing

  • Book Subtitle: 4th Latin American Conference, CARLA 2017, Buenos Aires, Argentina, and Colonia del Sacramento, Uruguay, September 20-22, 2017, Revised Selected Papers

  • Editors: Esteban Mocskos, Sergio Nesmachnow

  • Series Title: Communications in Computer and Information Science

  • DOI: https://doi.org/10.1007/978-3-319-73353-1

  • Publisher: Springer Cham

  • eBook Packages: Computer Science, Computer Science (R0)

  • Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2018

  • Softcover ISBN: 978-3-319-73352-4Published: 28 December 2017

  • eBook ISBN: 978-3-319-73353-1Published: 26 December 2017

  • Series ISSN: 1865-0929

  • Series E-ISSN: 1865-0937

  • Edition Number: 1

  • Number of Pages: XIV, 432

  • Number of Illustrations: 167 b/w illustrations

  • Topics: Computer Systems Organization and Communication Networks, Artificial Intelligence

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