VIII Jornadas de Cloud Computing, Big Data & Emerging Topics – 2020

      
 
 

Comité científico

 
Coordinador: 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)
Frati, Fernando Emmanuel (UNdeC, Argentina)
Garcia Garino, Carlos (UNCuyo, Argentina)
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)
Naiouf, Marcelo (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

9 hs – TRACK A
Acto inaugural y entrega del Doctorado Honoris Causa de la UNLP al Dr. José Olivas Varela (UCLM – España).
 
Conferencia «Soft computing en entornos Big Data». Dr. José Olivas Varela (UCLM – España).

 

11 hs – TRACK B1 – High Performance Computing
Exposiciones de Full Papers:

Architectural Design Criteria for Evolvable Data-Intensive Machine Learning Platforms.

Gonzalo Zarza, José López Murphy.

Viral Diseases Propagation Analysis in Short Time.

Maximiliano Lucero, Natalia Miranda, María Fabiana Piccoli.

Towards a malleable Tensorflow implementation.

Leandro Libutti, Francisco Igual, Luis Piñuel, Marcelo Naiouf, Laura De Giusti.

Experimental Design for Large Scale Piloting-Based Simulations.

Luis Veas-Castillo, Gabriel Ovando-Leon, Gabriel Astudillo, Verónica Gil Costa, Mauricio Marín.

 

12.30 hs – TRACK B2 – Big Data and Web Systems
Exposiciones de Full Papers:

A Web system based on Spotify for the automatic generation of affective playlists.

Pedro Álvare, Sandra Baldasarri, Jorge García de Quirós.

Data Management Optimization in a Real-Time Big Data Analysis System for Intensive Care.

Javier Balladini, Cristina Orlandi, Claudia Rozas, Rodrigo Cañibano.

Harmonizing Big Data With a Knowledge Graph: OceanGraph KG Uses Case.

Marcos Zarate, Carlos Buckle, Renato Mazzanti, Mirtha Lewis, Pablo Rubén Fillottrani, Claudio Delrieux.

Data Science & Engineering into Food Science: A novel Big Data Platform for Low Molecular Weight Gelators? Behavioral Analysis.

Verónica Cuello, María G. Corradini, Michael Rogers, Gonzalo Zarza.

 

 

Miércoles

9 hs – TRACK B3 – Machine and Deep Learning
Exposiciones de Full Papers:

Reddening-free Q indices to identify Be star candidates.

Yael Aidelman, Carlos Escudero, Franco Ronchetti, Facundo Quiroga, Laura Lanzarini.

Trainable windowing coefficients in DNN for raw audio classification.

Alejandro García, Eduardo A. Destefanis, Ana Lorena Rosset.

Classification of summer crops using Active Learning techniques on Landsat images in the Northwest of the Province of Buenos Aires.

Lucas Benjamin Cicerchia, María José Abasolo, Claudia Russo.

Intelligent data analysis of the influence of COVID-19 on the stock market using Case Based Reasoning.

Antonio Lorenzo, José Ángel Olivas Varela.

An analysis of k-mer frequency features with machine learning models for viral subtyping of Polyomavirus and HIV-1 genomes.

Vicente Enrique Machaca Arceda.

 

11 hs – TRACK B4 – Cloud, Edge and Fog Computing. Data Recovery
Exposiciones de Full Papers:

Cloud Robotics for Industry 4.0 – A Literature Review.

Nancy Velásquez Villagrán, Elsa Estévez, Patricia Pesado.

Carvers Suite – Smart Application for Data Recovery in SSD.

Geovanni Ninhualpa, Michael Yugcha, Christian Gálvez, Teresa Guarda, Francisco Javier Díaz, Dario Piccirilli.

Analysis, Deployment and Integration of Platforms for Fog Computing.

Joaquín De Antueno, Santiago Medina, Armando De Giusti, Laura De Giusti.

An Edge focused distributed shared memory.

Matías Teragni, Ricardo Moran, Gonzalo Zabala.

 

13 hs – TRACK C1
Exposiciones de Short Papers:

Towards Smart Data Technologies for Big Data Analytics.

María José Basgall, Marcelo Naiouf, Alberto Fernández, Francisco Herrera.

Are statistics and machine learning enough to make predictions and forecasts?.

Antonio Lorenzo, José Ángel Olivas Varela.

A framework for linking open environmental data.

Santiago Preisegger, Patricia Pesado, Ariel Pasini.

AI for Hate Speech Detection in Social Media.

Andrés Montoro, José Ángel Olivas Varela.

From Fuzzy Deformable Prototypes to Elastic Patterns: Preliminary proposal.

Rubén Rodríguez Carlos, José Ángel Olivas Varela.

 

 

Jueves

9 hs – TRACK C2
Exposiciones de Short Papers:

Dynamic Data Driven approach to improve the performance of a river simulation.

Adriana Angélica Gaudiani, Emilio Luque Fadón.

Collaborative, distributed and scalable platform based on mobile, cloud, micro services and containers for intensive computing tasks.

David Petrocelli, Marcelo Naiouf, Armando De Giusti.

Integration of Sensor Networks with Cloud Computing.

Santiago Medina, Fernando Romero, Fernando G. Tinetti.

Cloud TACs: OpenStack and Learning and Knowledge Technologies for teaching – learning of IT Infrastructures using and manipulating technologies.

Guillermo Baldino, Damián Ferrara, Iván Añasco, Luciano Heredia, Nahuel Baez, Nahuel Leopoldo, Javier Marchesini.

Evaluation of the quality of the «Montecarlo plus K-means» heuristics using benchmark functions.

Maria Harita, Emilio Luque Fadón, Dolores Rexachs, Alvaro Wong.

Finger-vein individuals identification on massive databases.

Sebastián Guidet, Ricardo Barrientos, Fernando Emmanuel Frati, Ruber Hernández.

Performance Analysis and Optimizations Techniques for Legacy Code Numerical Simulations.

Fernando G. Tinetti, Federico Díaz.

Framework for Data Quality Evaluation Based on ISO/IEC 25012 and ISO/IEC 25024.

Silvia Esponda, Patricia Pesado, Julieta Calabrese.

 

10.30 hs – TRACK D
Panel de Empresas «Tendencias actuales de la Industria del Software».
Participantes:

Pablo Baldomá (Presidente Polo IT La Plata – Celerative).

Gonzalo Zarza (Director Area de Data Analytics – Globant).

Santiago Urrizola (VicePresidente Polo IT – Flux IT & Bitgenia).

Cristian López (Senior Manager – Hexacta).

 
 
Cierre de las JCC-BD&ET 2020.

 

12 hs
Reunión del Comité Científico.