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Cloud Computing, Big Data & Emerging Topics

9th Conference, JCC-BD&ET, La Plata, Argentina, June 22-25, 2021, Proceedings

  • Conference proceedings
  • © 2021

Overview

Editors:
  1. Marcelo Naiouf

    1. III-LIDI, Facultad de Informática, Universidad Nacional de La Plata, La Plata, Argentina

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  2. Enzo Rucci

    1. III-LIDI, Facultad de Informática, Universidad Nacional de La Plata and CIC, La Plata, Argentina

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  3. Franco Chichizola

    1. III-LIDI, Facultad de Informática, Universidad Nacional de La Plata, La Plata, Argentina

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  4. Laura De Giusti

    1. III-LIDI, Facultad de Informática, Universidad Nacional de La Plata and CIC, La Plata, Argentina

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Part of the book series: Communications in Computer and Information Science (CCIS, volume 1444)

Included in the following conference series:

Conference proceedings info: JCC-BD&ET 2021.

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About this book

This book constitutes the revised selected papers of the 9th International Conference on Cloud Computing, Big Data & Emerging Topics, JCC-BD&ET 2021, held in La Plata, Argentina*, in June 2021.

The 12 full papers and 2 short papers presented were carefully reviewed and selected from a total of 37 submissions. The papers are organized in topical sections on parallel and distributed computing; machine and deep learning; big data; web and mobile computing; visualization..

*The conference was held virtually due to the COVID-19 pandemic.

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Table of contents (14 papers)

  1. Front Matter

    Pages i-xi
    Download chapter PDF

  2. Parallel and Distributed Computing

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Analyzing the I/O Patterns of Deep Learning Applications

      • Edixon Párraga, Betzabeth León, Román Bond, Diego Encinas, Aprigio Bezerra, Sandra Mendez et al.
      Pages 3-16

    3. HESS-IM: A Uncertainty Reduction Method that Integrates Remote Sensing Data Applied to Forest Fire Behavior Prediction

      • Miguel Méndez-Garabetti, Germán Bianchini, Paola Caymes-Scutari
      Pages 17-30

    4. Detection of Crop Lines and Weeds in Corn Fields Based on Images Obtained from a Drone

      • Marco Pusdá-Chulde, Adrian Robayo, Armando De Giusti, Iván García-Santillán
      Pages 31-45

    5. Routing Security Using Blockchain Technology

      • Marcelo Gómez, Patricia Bazán, Nicolás del Río, Miguel Morandi
      Pages 46-59

    6. Comparison of Hardware and Software Implementations of AES on Shared-Memory Architectures

      • Victoria Sanz, Adrián Pousa, Marcelo Naiouf, Armando De Giusti
      Pages 60-70

  3. Machine and Deep Learning

    1. Front Matter

      Pages 71-71
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    2. Proposal for a Classifier for Public Tenders for Software Based on Standard IEEE830

      • Jorge Hochstetter, Claudio Díaz, Mauricio Diéguez, Jaime Díaz
      Pages 73-88

    3. Optimizing a Gamified Design Through Reinforcement Learning - a Case Study in Stack Overflow

      • Jonathan Martin, Diego Torres, Alejandro Fernandez
      Pages 89-103

    4. A Comparison of Neural Networks for Sign Language Recognition with LSA64

      • Iván Mindlin, Facundo Quiroga, Franco Ronchetti, Pedro Dal Bianco, Gastón Ríos, Laura Lanzarini et al.
      Pages 104-117

  4. Big Data

    1. Front Matter

      Pages 119-119
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    2. Optimizing Sparse Matrix Storage for the Big Data Era

      • Raúl Marichal, Ernesto Dufrechou, Pablo Ezzatti
      Pages 121-135

    3. Modelling Network Throughput of Large-Scale Scientific Data Transfers

      • Joaquin Bogado, Mario Lassnig, Fernando Monticelli, Javier Díaz
      Pages 136-147

  5. Web and Mobile Computing

    1. Front Matter

      Pages 149-149
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    2. LOBD: Linked Data Dashboard for Marine Biodiversity

      • Marcos Zárate, Carlos Buckle
      Pages 151-164

    3. 3D-Domotic: A 3D Mobile Application for Domotic Control

      • Sebastián Dapoto, Diego Encinas, Federico Cristina, Cristian Iglesias, Federico Arias, Pablo Thomas et al.
      Pages 165-176

  6. Visualization

    1. Front Matter

      Pages 177-177
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    2. Visualization Technique for Comparison of Time-Based Large Data Sets

      • Martín L. Larrea, Dana K. Urribarri
      Pages 179-187

    3. npGLC-Vis Library for Multidimensional Data Visualization

      • Leandro E. Luque, María Luján Ganuza, Antonella S. Antonini, Silvia M. Castro
      Pages 188-202
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Other volumes

  1. Cloud Computing, Big Data & Emerging Topics

Editors and Affiliations

  • III-LIDI, Facultad de Informática, Universidad Nacional de La Plata, La Plata, Argentina

    Marcelo Naiouf, Franco Chichizola

  • III-LIDI, Facultad de Informática, Universidad Nacional de La Plata and CIC, La Plata, Argentina

    Enzo Rucci, Laura De Giusti

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