Communications in Computer and Information Science

High Performance Computing

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

Editors: Meneses, E., Castro, H., Barrios Hernández, C.J., Ramos-Pollan, R. (Eds.)

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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.

Table of contents (24 chapters)

Table of contents (24 chapters)
  • Parallel and Distributed Processing for Unsupervised Patient Phenotype Representation

    García Heano, John Anderson (et al.)

    Pages 3-17

  • Evolutionary Algorithms for Convolutional Neural Network Visualisation

    Bernard, Nicolas (et al.)

    Pages 18-32

  • Breast Cancer Classification: A Deep Learning Approach for Digital Pathology

    Guillén-Rondon, Pablo (et al.)

    Pages 33-40

  • Where Do HPC and Cognitive Science Meet in Latin America?

    Ossa Osegueda, Alvaro

    Pages 41-55

  • A Hybrid Reinforcement Learning and Cellular Automata Model for Crowd Simulation on the GPU

    Ruiz, Sergio (et al.)

    Pages 59-74

Buy this book

eBook $79.99
price for USA in USD (gross)
  • ISBN 978-3-030-16205-4
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $99.99
price for USA in USD
  • ISBN 978-3-030-16204-7
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
High Performance Computing
Book Subtitle
5th Latin American Conference, CARLA 2018, Bucaramanga, Colombia, September 26–28, 2018, Revised Selected Papers
Editors
  • Esteban Meneses
  • Harold Castro
  • Carlos Jaime Barrios Hernández
  • Raul Ramos-Pollan
Series Title
Communications in Computer and Information Science
Series Volume
979
Copyright
2019
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-16205-4
DOI
10.1007/978-3-030-16205-4
Softcover ISBN
978-3-030-16204-7
Series ISSN
1865-0929
Edition Number
1
Number of Pages
XI, 338
Number of Illustrations
40 b/w illustrations, 114 illustrations in colour
Topics