XI Jornadas de Cloud Computing, Big Data & Emerging Topics – 2023

Comité Científico

Coordinador: Naiouf, Marcelo (UNLP, Argentina)

Cronograma detallado

 
Asociados con las JCC-BD&ET se dictaron los siguientes cursos de postgrado:

• «Análisis Inteligente de Datos en Entornos de Big Data». Dr. José Ángel Olivas Varela (UCLM – España).
• «Infraestructura Software para el Procesamiento de Big Data». Dr. Remo Suppi (UAB – España).

Martes

9 hs. – Acto inaugural

En el Acto Inaugural se entregó el Doctorado Honoris Causa al Dr. Mario Piattini de la UCLM (España).

9.30 hs.
Conferencia inaugural «Ingeniería del Software para la Computación Cuántica: Retos y Oportunidades». Dr. Mario Piattini (Universidad de Castilla La Mancha – España).

11 hs. – TRACK 1 – Procesamiento Distribuido y Paralelo
Exposiciones de Papers:

• Exploring Heterogeneous Computing Environments: A Preliminary Analysis of Python and SYCL Performance. (Full paper)

Youssef Faqir-Rhazoui, Carlos García.

• Towards reducing communications in sparse matrix kernels. (Full paper)

Manuel Freire, Raúl Marichal, Ernesto Dufrechou, Pablo Ezzatti.

• Distributed architectures based on Edge Computing, Fog Computing and End Devices: a conceptual review incorporating resilience aspects. (Full paper)

Santiago Medina, Diego Montezanti, Lucas Gómez D´Orazio, Francisco Garay, Armando De Giusti, Marcelo Naiouf.

• Resilience analysis of an Emergency Department in stressful situations. (Full paper)

Mariela Rodriguez, Francesc Boixader, Francisco Epelde, Eva Bruballa, Armando De Giusti, Alvaro Wong, Dolores Rexachs, Emilio Luque.

• Modelling Chronic Kidney Disease progression using ABM: a work in progress. (Short paper)

Candelaria Alvarez, Jose Ibeas, Javier Balladini, Remo Suppi.

• Brief Performance Portability Analysis of a Matrix Multiplication Kernel on Nvidia, Intel and AMD GPUs. (Short paper)

Manuel Costanzo, Enzo Rucci, Carlos Garcia-Sanchez, Marcelo Naiouf.

• An approach to support generic topologies in distributed PSO algorithms in Spark. (Short paper)

Xoán C. Pardo, Patricia González, Julio R. Banga, Ramón Doallo.

• A Preliminary study of vehicular traffic distribution in Great Mendoza area. Use of IoT tools. (Short paper)

Osvaldo Marianetti, Pablo Godoy, Ernesto Chediak, Daniel Fontana, Carlos García Garino.

14.30 hs. – TRACK 2 – Procesamiento Distribuido y Paralelo // Big Data
Exposiciones de Papers:

• Parallel Model of Online Sequential Extreme Learning Machines for Classification Problems with Large-Scale Databases. (Short paper)

Elkin Gelvez-Almeida, Ricardo J. Barrientos, Karina Vilches-Ponce, Marco Mora.

• Methodology to define a static allocation mapping based on memory access patterns and the Signature of MPI applications in HPC systems. (Full paper)

Gerard Enrique, Eva Bruballa, Remo Suppi, Alvaro Wong, Emilio Luque, Dolores Rexachs.

• Drug repurposing using knowledge graph embeddings with a focus on vector-borne diseases: a model comparison. (Full paper)

Diego López Yse, Diego Torres.

• CoVaMaT: Functionality for Variety Reuse through a Supporting Tool. (Full paper)

Liam Osycka , Alejandra Cechich , Agustina Buccella , Ayelén Montenegro , Angel Muñoz.

• Local Pluralistic Homophily in Networks: A New Measure Based on Overlapping Communities. (Full paper)

Fernando Barraza, Carlos Ramirez, Alejandro Fernández.

• A Model of Reusable Variation in Big Data System Development. (Full paper)

Alejandra Cechich, Agustina Buccella, Carolina Villegas, Ayelén Montenegro, Angel Muñoz, Andrea Rodríguez.

Miércoles

9 hs. – TRACK 3 – Sistemas Inteligentes
Exposiciones de Papers:

• Estimation of the results of the 2023 Parliamentary Elections in Spain using similarity and causal relationships. (Full paper)

Antonio Lorenzo, José A. Olivas.

• The implementation of the RISE algorithm for the Captum framework. (Full paper)

Oscar Stanchi, Franco Ronchetti, Facundo Quiroga.

• Intermediate Task Transfer Learning and Weakly Supervised Training in Histopathology. (Full paper)

Martín N. Gramática, Mario A. García, Juan P. Ricapito.

• Analyzing Network Graph Representations for Reinforcement Learning. (Full paper)

Esteban Schab, Carlos Casanova, Fabiana Piccoli.

• An architecture and a new deep learning method for Head and Neck Cancer Prognosis by analyzing serial Positron Emission Tomography images. (Full paper)

Remigio Hurtado, Stefanía Guzmán, Arantxa Muñoz.

11 hs – TRACK 4 – Sistemas Inteligentes // Ingeniería de Software y Gobierno Digital
Exposiciones de Papers:

• An analysis of satellite-based Machine Learning models to estimate global solar irradiance at a horizontal plane. (Full paper)

Paula Iturbide, Rodrigo Alonso-Suarez, Franco Ronchetti.

• A maturity model for data governance, data quality management, and data management. (Full paper)

Ismael Caballero, Fernando Gualo, Moisés Rodrgíuez, Mario Piattini.

• Data strategy design for organizations and its adaptation to smart cities. (Full paper)

Fabiola del Toro Osorio, Elsa Estévez, Victoria E. Ospina Becerra.

• Artificial Intelligence in the development of eco-innovations. (Full paper)

Zornitsa Yordanova.

• Examining factors of acceptance and use of technology in digital services in the context of Ecuador. (Full paper)

Pablo Pintado, Sebastián Wiesner, Daniela Prado, Elsa Estevez.

• Visibility of women in the software development life cycle. (Full paper)

Marlene Negrier, Jorge Hochstetter Diez, Felipe Vásquez, Rodrigo Cadena.

14.30 hs. – TRACK 5 – Ingeniería de Software y Gobierno Digital // Interacción Humano-Computadora y Visualización
Exposiciones de Papers:

• Publication of Linked Open Data – A Systematic Literature Review for Identifying Problems and Technological Tools Supporting the Process. (Full paper)

Jairo H. Silva Aguilar, Elsa Estevez.

• Taxonomy of factors of acceptance and use of technologies for HCI in digital services. (Full paper)

Pablo Pintado, Irvin Jaramillo, Daniela Prado, Elsa estevez.

• UVAM : The Unified Visual Analytics Model. The Unified Visualization Model revisited. (Full paper)

Maria L. Ganuza, Dana K. Urribarri, Martín L. Larrea, Silvia M. Castro.

• Exergames: Proposal for a gamepad to sense player movements. (Full paper)

Aldana del Gener, Cecilia Sanz, Luciano Iglesias.

• Immersive Virtual Reality and Natural Language Processing: a System as Assistive Technology for Inclusive Learning processes. (Full paper)

Yoselie Alvarado, Roberto Guerero, Francisco Serón.

• A dataset and post-processing method for pointing device human-machine interface evaluation. (Full paper)

Rocío Madou, Federico N. Guerrero, Enrique M. Spinelli.

Jueves

9 hs. – TRACK 6 – Short Papers
Exposiciones de Papers:

• Comparing and evaluating tools for Sentiment Analysis. (Short paper)

Franco M. Borrelli, Cecilia Challiol.

• Early detection of grapevine diseases using pre-trained Convolutional Neural Networks. (Short paper)

Cristian E. Rios, César A. Estrebou, F. Emmanuel Frati.

• Use of Scalable Fuzzy Time Series Methods to predict Electrical Demand. (Short paper)

Jose M. Rubio León, José M. Rubio Cienfuegos.

• NoSQL Database Design Processes – A Comparative Study. (Short paper)

Luciano Marreno, Verena Olsowy, Pablo Thomas.

• Integrating Oceanographic Sensor Data Using SSN/SOSA Ontology. (Short paper)

Gustavo Nuñez, Carlos Bucke, Marcos Zarate.

• Data Analysis for Telecommunications services. (Short paper)

Marcelo D. Caiafa, Ariel R. Aurelio, Alejandro Bevilacqua.

11 hs. – Panel de Empresas
«IA y nuevas aplicaciones en la industria del Software».
Coordinación: Laura Lanzarini.
Participantes: José Ángel Olivas Varela, Santiago Urrizola, Federico Walas.

13hs.
Cierre de las JCC-BD&ET 2023.
Entrega de la distinción al paper seleccionado de las Jornadas.

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