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IX Jornadas de Cloud Computing, Big Data & Emerging Topics – 2021




Cloud Computing, Big Data & Emerging Topics. 9th Conference, JCC-BD&ET, La Plata, Argentina, June 22-25, 2021, Proceedings.      Short papers of the 9th Conference on Cloud Computing, Big Data & Emerging Topics.

Comité científico

Coordinadores: Naiouf, Marcelo (UNLP, Argentina) – Armando De Giusti (UNLP, Argentina)

Abásolo, María José (UNLP, Argentina)
Aguilar, José (Universidad de Los Andes, Venezuela)
Ardenghi, Jorge (UNS, Argentina)
Balladini, Javier (UNCOMA, Argentina)
Bria, Oscar (UNLP, Argentina)
Castro, Silvia (UNS, Argentina)
Chichizola, Franco (UNLP, Argentina)
De Giusti, Laura (UNLP, Argentina)
Denham, Mónica (UNRN, Argentina)
Diaz, Javier (UNLP, Argentina)
Doallo, Ramón (Universidad da Coruña, España)
Errecalde, Marcelo (UNSL, Argentina)
Estevez, Elsa (UNS, Argentina)
Fernandez Bariviera, Aurelio (Universitat Rovira i Virgili, España)
Florez Fernández, Héctor Arturo (Universidad Distrital Francisco José de Caldas, Colombia)
Frati, Fernando Emmanuel (UNdeC, Argentina)
Garcia Garino, Carlos (UNCuyo, Argentina)
García-Sánchez, Carlos (Universidad Complutense de Madrid, España)
Gaudiani, Adriana Angélica (UNGS, Argentina)
Gil Costa, Graciela Verónica (UNSL, Argentina)
Guerrero, Roberto (UNSL, Argentina)
Hasperué, Waldo (UNLP, Argentina)
Igual Peña, Francisco Daniel (Universidad Complutense de Madrid, España)
Janowski, Tomasz (Gdansk University of Technolgy, Polonia)
 
 
Lanzarini, Laura (UNLP, Argentina)
Leguizamón, Guillermo (UNSL, Argentina)
Luciano, Edimara (Pontificia Universidade Católica do Rio Grande do Sul, Brasil)
Luque Fadón, Emilio (Universidad Autónoma de Barcelona, España)
Marín, Mauricio (Universidad de Santiago de Chile, Chile)
Marrone, Luis (UNLP, Argentina)
Olcoz Herrero, Katzalin (Universidad Complutense de Madrid, España)
Olivas Varela, José Angel (Universidad de Castilla-La Mancha, España)
Pardo, Xoan (Universidad da Coruña, España)
Piccoli, María Fabiana (UNSL, Argentina)
Piñuel, Luis (Universidad Complutense de Madrid, España)
Pousa, Adrian (UNLP, Argentina)
Printista, Marcela (UNSL, Argentina)
Rexachs del Rosario, Dolores Isabel (Universidad Autónoma de Barcelona, España)
Rodríguez, Nelson (UNSJ, Argentina)
Rucci, Enzo (UNLP, Argentina)
Saez Alcaide, Juan Carlos (Universidad Complutense de Madrid, España)
Sánchez, Aurora (Universidad Católica del Norte, Chile)
Sanz, Victoria (UNLP, Argentina)
Suppi, Remo (Universidad Autónoma de Barcelona, España)
Tirado, Francisco (Universidad Complutense de Madrid, España)
Touriño Dominguez, Juan (Universidad da Coruña, España)
Viale Pereira, Gabriela (Danube University Krems, Austria)
Zarza, Gonzalo (Globant, Argentina)
 
 

Cronograma detallado

Martes 22-6 Miércoles 23-6 Jueves 24-6 Viernes 25-6
9 hs.
Acto Inaugural y entrega del Doctorado Honoris Causa de la UNLP a la Dra. Dolores Rexachs del Rosario (UAB – España).

Conferencia Inaugural «Fallos: un reto para la arquitectura de computadores». Dra. Dolores Rexachs del Rosario (UAB – España).

11 hs.
BREAK.

11.15 hs.
Exposiciones de Papers (Full Papers).

13.30 hs.
BREAK.

14 hs.
Exposiciones de Papers (Full Papers).

15.45 hs.
BREAK.

16 hs.
Sala de Reunión 1.
9 hs.
Exposiciones de Papers (Full Papers).

11 hs.
BREAK.

11.15 hs.
Exposiciones de Papers (Full Papers).

13.30 hs.
BREAK.

14 hs.
Exposiciones de Papers (Full Papers).

15.45 hs.
BREAK.

16 hs.
Sala de Reunión 2.
9 hs.
Exposiciones de Papers (Short Papers).

11 hs.

BREAK.

11.15 hs.
Exposiciones de Papers (Short Papers).

13.30 hs.
BREAK.

14 hs.
Exposiciones de Papers (Short Papers).

15.45 hs.
BREAK.

16 hs.
Sala de Reunión 3.
9 hs.
Panel de Empresas.
Cierre de las JCC-BD&ET.

11 hs.
BREAK.

11.15 hs.
Reunión del Consorcio de CC-BD&ET.

 
Asociados con las JCC-BD&ET se dictarán los siguientes cursos:

  • «Computación Altas Prestaciones: exploración de paralelismo a nivel de nodo y heterogéneo». Dr. Carlos García (UCM – España). Del 14 al 18 de Junio.
  • «Deep Learning para aplicaciones en Visión por Computadora». Dr. Facundo Quiroga (UNLP – Argentina) – Dra. Laura Lanzarini (UNLP – Argentina). Del 28 de Junio al 2 de Julio.

 

Martes

9 hs.
Acto inaugural y entrega del Doctorado Honoris Causa de la UNLP a la Dra. Dolores Rexachs del Rosario (UAB – España).
 
Conferencia inaugural «Fallos: un reto para la arquitectura de computadores». Dra. Dolores Rexachs del Rosario (UAB – España).

 

11.15 hs. – TRACK 1
Exposiciones de Full Papers:

  • Modelling network throughput of large-scale scientific data transfers.
  • Joaquin Bogado (UNLP – Argentina), Mario Lassnig (CERN) , Fernando Monticelli (UNLP / CONICET – Argentina), and Javier Díaz (UNLP – Argentina).

  • Analyzing the I/O patterns of Deep Learning Applications.
  • Edixon Párraga (UAB – España), Betzabeth León (UAB – España), Román Bond (UNAJ – Argentina), Diego Encinas (UNLP / UNAJ – Argentina), Aprigio Bezerra (UESC – Brasil), Sandra Mendez (BSC – España), Dolores Rexachs (UAB – España), Emilio Luque (UAB – España).

  • Comparison of Hardware and Software Implementations of AES on Shared-Memory Architectures.
  • Victoria Sanz (UNLP / CIC – Argentina), Adrián Pousa (UNLP – Argentina), Marcelo Naiouf (UNLP – Argentina), Armando De Giusti (UNLP / CONICET – Argentina).

  • Routing security using Blockchain technology.
  • Marcelo Gómez (UNSJ – Argentina), Patricia Bazán (UNLP – Argentina), Nicolás del Río (UNLP – Argentina), Miguel Morandi (UNSJ – Argentina).

  • Energy-efficient algebra kernels in FPGA for High Performance Computing.
  • Federico Favaro (Udelar – Uruguay), Ernesto Dufrechou (Udelar – Uruguay), Pablo Ezzatti (Udelar – Uruguay), Juan Pablo Oliver (Udelar – Uruguay).

 

14 hs. – TRACK 2
Exposiciones de Full Papers:

  • Service Migration in a Distributed Virtualization System.
  • Pablo Pessolani (UTN-FRSF – Argentina), Luis Santiago Re (UTN-FRSF – Argentina), Tomás Andrés Fleitas (UTN-FRSF – Argentina).

  • Optimizing Sparse Matrix Storage for the Big Data era.
  • Raúl Marichal (Udelar – Uruguay), Ernesto Dufrechou (Udelar – Uruguay), Pablo Ezzatti (Udelar – Uruguay).

  • Detection of crop lines and weeds in corn rows based on images obtained from a drone.
  • Marco Pusdá-Chulde (UTN – Ecuador), Adrian Robayo (UTN – Ecuador), Armando De Giusti (UNLP – Argentina), Iván García-Santillán (UTN – Ecuador) .

  • An Approach to the Modeling and Simulation of Intra-Hospital Diseases.
  • Lucas Maccallini (UNLP – Argentina), Diego Encinas (UNLP / UNAJ – Argentina), Fernando Romero (UNLP – Argentina).

 

16 hs. – Sala de Reunión 1
“HPC, Cloud, Fog & Edge Computing”. Coordinan: Dra. Marcela Printista, Dr. Emilio Luque, Dr. Marcelo Naiouf.

 
 

Miércoles

9 hs. – TRACK 3
Exposiciones de Full Papers:

  • HESS-IM: A Uncertainty Reduction Method that Integrates Remote Sensing Data applied to Forest Fire Behavior Prediction.
  • Miguel Méndez-Garabetti (UTN-FRM / CONICET – Argentina), Germán Bianchini (UTN-FRM – Argentina), Paola Caymes-Scutari (UTN-FRM / CONICET – Argentina).

  • Procedure to improve the accuracy of dental implant failures by data science techniques.
  • Nancy B. Ganz (UNaM / CONICET – Argentina), Alicia E. Ares (UNaM / CONICET – Argentina), Horacio D. Kuna (UNaM – Argentina).

  • Adaptive gamification in collaborative location collecting systems: a case of traveling behavior detection.
  • María Dalponte Ayastuy (UNQ / UNLP – Argentina), Diego Torres (UNLP / UNQ – Argentina).

  • A Comparison of Neural Networks for Sign Language Recognition with LSA64.
  • Iván Mindlin (UNLP – Argentina), Facundo Quiroga (UNLP – Argentina), Franco Ronchetti (UNLP / CIC – Argentina), Pedro Dal Bianco (UNLP – Argentina), Gastón Ríos (UNLP – Argentina), Laura Lanzarini (UNLP – Argentina), Waldo Hasperué (UNLP / CIC- Argentina).

  • Predicting the outcome of court cases using Boosted Decision Trees.
  • Antonio Lorenzo (UCLM – España), José A. Olivas (UCLM – España).

 

11.15 hs – TRACK 4
Exposiciones de Full Papers:

  • Optimizing a Gamified Design Through Reinforcement Learning – A Case Study in Stack Overflow.
  • Jonathan Martin (UNLP – Argentina), Diego Torres (UNLP / UNQ – Argentina), Alejandro Fernandez (UNLP – Argentina).

  • Visualization Technique for Comparison of Time-based Large Data Sets.
  • Martín L. Larrea (UNS – Argentina), Dana K. Urribarri (UNS – Argentina).

  • 3D-Domotic: A 3D Mobile Application for Domotic Control.
  • Sebastián Dapoto (UNLP – Argentina), Diego Encinas (UNLP / UNAJ – Argentina), Federico Cristina (UNLP – Argentina) , Cristian Iglesias, Federico Arias, Pablo Thomas (UNLP – Argentina), Patricia Pesado (UNLP – Argentina).

  • LOBD: Linked Data Dashboard for Marine Biodiversity.
  • Marcos Zarate (UNPSJB/CONICET – Argentina), Carlos Buckle (UNPSJB – Argentina).

 

14 hs. – TRACK 5
Exposiciones de Full Papers:

  • npGLC-Vis Library for Multidimensional Data Visualization.
  • Leandro E. Luque (UNS – Argentina), María Luján Ganuza (UNS – Argentina), Antonella S. Antonini (UNS – Argentina), Silvia M. Castro (UNS – Argentina).

  • IIoT or IoT and Artificial Intelligence as a Process Optimization driver under industry 4.0 framework.
  • Federico Walas Mateo (UNLP / UNAJ – Argentina), Andres Redchuk (UNLZ – Argentina).

  • Proposal for a Classifier for Public Tenders for Software based on Standard IEEE830.
  • Jorge Hochstetter (UFRO – Chile), Claudio Díaz (UFRO – Chile), Mauricio Diéguez (UFRO – Chile), Jaime Díaz (UFRO – Chile).

  • Implementation of the Single Equine Document (DUE) in the Province of Buenos Aires.
  • Manuel O. Becerra (UNLP / MAIBA – Argentina), Augusto Villa-Monte (UNLP / MAIBA – Argentina), Lisandro Delía (UNLP – Argentina), Marcelo Hermigarate (MAIBA – Argentina).

 

16 hs. – Sala de Reunión 2
“Ciudades Inteligentes y Temas Emergentes”. Coordinan: Dra. Elsa Estevez, Dra. Silvia Castro, Lic. Patricia Pesado.

 
 

Jueves

9 hs. – TRACK 6
Exposiciones de Short Papers:

  • Early Experiences Migrating CUDA codes to oneAPI.
  • Manuel Costanzo (UNLP – Argentina), Enzo Rucci (UNLP – Argentina), Carlos García-Sánchez (UCM – España), Marcelo Naiouf (UNLP – Argentina).

  • Distributed Cybersecurity Strategy, applying Intelligence Operation concept through data collection and analysis.
  • Ignacio Martín Gallardo Urbini (UNLP – Argentina), Patricia Bazán (UNLP – Argentina), Paula Venosa (UNLP – Argentina), Nicolás Del Río (UNLP – Argentina).

  • Forest Fire Simulation in High Performance Computing.
  • Mónica Denham (UNRN / CONICET – Argentina), Sigfrido Waidelich (UNRN – Argentina), Viviana Zimmerman (UNCOMA – Argentina), Karina Laneri (CONICET / CNEA – Argentina).

  • A contribution to security in IOT system. Reconfigurable Logic Device Technology and Fog Computing.
  • Osvaldo Marianetti (UNCUYO – Argentina), Pablo Godoy (UNCUYO – Argentina), Ernesto Chediak (UNCUYO – Argentina), Carlos García Garino (UNCUYO – Argentina).

  • An approach to residential energy savings using IoT and Cloud Computing to provide real-time feedback.
  • Guillermo Friedrich (UTN-FRBB – Argentina), Guillermo Reggiani (UTN-FRBB – Argentina).

  • MbedML: A Machine Learning Project for Embedded Systems.
  • César A. Estrebou (UNLP – Argentina), Martín Fleming (UNLP – Argentina), Marcos Saavedra (UNLP – Argentina), Federico Adra (UNLP – Argentina).

  • An approach for the analysis of news during COVID-19 in the Chubut province.
  • Pablo Toledo Margalef (CENPAT-CONICET – Argentina), Emanuel Balcazar (UNPSJB – Argentina), Leo Ordinez (UNPSJB – Argentina), Claudio Delrieux (UNPSJB – Argentina), Lucila Allende (UNPSJB – Argentina).

 

11.15 hs. – TRACK 7
Exposiciones de Short Papers:

  • Intelligent Anomaly Detection System for IoT.
  • Bolatti Diego (UTN-FRRe – Argentina), Karanik Marcelo (UTN-FRRe – Argentina), Todt Carolina (UTN-FRRe – Argentina), Scappini Reinaldo (UTN-FRRe – Argentina), Gramajo Sergio (UTN-FRRe – Argentina).

  • Classic and recent (neural) approaches to automatic text classification: a comparative study with e-mails in the Spanish Language .
  • Juan M. Fernandez (UNLu – Argentina), Nicolás Cavasin (UNLu – Argentina), Marcelo Errecalde (UNSL – Argentina).

  • The current role of machine learning and explainability in actuarial science .
  • Catalina Lozano (UCLM – España), Francisco P. Romero (UCLM – España), Jesus Serrano-Guerrero (UCLM – España), Jose A. Olivas (UCLM – España).

  • Evaluation of a heuristic search algorithm based on sampling and clustering.
  • Maria Harita (UAB – España), Alvaro Wong (UAB – España), Dolores Rexachs (UAB – España), Emilio Luque (UAB – España).

  • Big Data Technology for monitoring ICT service data.
  • Marcelo D. Caiafa (UNLaM – Argentina), Ariel Aurelio (UNLaM – Argentina), Adrian M. Busto (UNLaM – Argentina).

  • “Programming” and Querying on Google Sheets. Designing a Sentiments Analysis Alternative for rating tweets regarding the Ecuadorian 2021 Presidential Campaigns
  • Sariah López-Fierro (USM – Chile), Carlos Chiriboga (Wandarina S.A. – Ecuador), Rubén Pacheco (UEES – Ecuador).

 

14 hs. – TRACK 8
Exposiciones de Short Papers:

  • Towards Ubiquitous and Actionable Augmented Reality Browsers by using Semantic Web Technologies .
  • Martín Becerra (UNLaM – Argentina), Jorge Ierache (UNLaM – Argentina), María José Abasolo (UNLP / CIC – Argentina).

  • Speech emotion representation: A method to convert discrete to dimensional emotional models for emotional inference multimodal frameworks.
  • Fernando Elkfury (UM – Argentina), Jorge Ierache (UM – Argentina) .

  • Proposal of a Data Warehouse for Scholarly Institutions built on Institutional Repositories .
  • de Albuquerque Pablo C. (UNLP – Argentina), Villarreal Gonzalo (UNLP – Argentina), De Giusti Marisa (UNLP – Argentina).

  • Modelling and Simulation of the COPD Patient and Clinical Staff in the Emergency Department (ED).
  • Mohsen Hallaj-Asghar (UAB – España), Alex Vicente-Villalba (UAB – España), Alvaro Wong (UAB – España), Dolores Rexachs (UAB – España), Emilio Luque (UAB – España).

  • Thermodynamic Dissipative Systems and Information Theory to Study the Social Component of a Smart City.
  • Gabriele De Luca (Danube University Krems – Austria), Thomas J. Lampoltshammer (Danube University Krems – Austria), Felipe Vogas (Danube University Krems – Austria).

  • Videogames and virtual assets exchange.
  • Flavio A. Garrido (UTN-FRBA – Argentina), Hernán D. Merlino (UTN-FRBA / UBA – Argentina).

  • Semantic web for interoperable food safety legislation data: A case study.
  • Carlos E. Pintor (UNLP – Argentina), Carlos F. Ragout (UNLP – Argentina), Diego Torres (UNLP / UNQ – Argentina), Alejandro Fernánez (UNLP / CIC – Argentina).

 

16 hs. – Sala de Reunión 3
“Inteligencia de Datos y Big Data”. Coordinan: Dra. Laura Lanzarini, Dr. José Angel Olivas Varela, Dr. Marcelo Errecalde.

 
 

Viernes

9 hs. – Panel de Empresas
«Industria del Software y Transformación Digital».
Participantes:

  • Cristian Lopez (Hexacta).
  • Mercedes Esposito (Globant).
  • Juan Pablo Pizarro (Globant).
  • Rafael Villalba (Tecnom).

 
Cierre de las JCC-BD&ET 2021.

 

11.15 hs
Reunión del Consorcio de I+D+I en Cloud Computing – Big Data & Emerging Topics.