12th Conference on Cloud Computing, Big Data & Emerging Topics – 2024

Scientific Committee

Coordinator: Naiouf, Marcelo (UNLP, Argentina)
 

Schedule

Postgraduate courses associated with the JCC-BD&ET:

• “Aplicaciones en Ciudades Inteligentes”. MSc. Pablo Thomas (UNLP).
• “Conceptos y aplicaciones en Big Data”. Ph.D. Waldo Hasperué (UNLP).

Tuesday

9 am
Opening Ceremony.

9.30 am
Opening Dissertation “Diseño de microservicios. Que sabemos hacer?. Que nos falta saber?”.
Ph.D. Gustavo Rossi (UNLP).

11 am – TRACK 1
Presentations:

• Trends in High Performance Computing and Quantum Computing. (Full paper)

Adrián Pousa, Victoria Sanz, Marcelo Naiouf, Armando De Giusti.

• Fast genomic data compression on multicore machines. (Full paper)

Victoria Sanz, Adrián Pousa, Marcelo Naiouf, Armando De Giusti.

• QuantumUnit: A proposal for classic multi-qubit assertion development. (Full paper)

Ignacio García-Rodríguez de Guzmán, Antonio García de la Barrera Amo, Manuel Ángel Serrano, Macario Polo, Mario Piattini.

• A Multiserver Unikernel for a Distributed Virtualization System based on Coroutines. (Full paper)

Pablo Pessolani.

• Prediction of TCP Firewall Action Using Different Machine Learning Models. (Full paper)

Amit Kumar Bairwa, Akshit Kamboj, Sandeep Joshi, Pljonkin Anton Pavlovich, Saroj Hiranwal.

12.30 pm – Panel 1
“Transición Energética y Consumo de las TICs. Impacto en el mundo y Argentina”.
Participants:

• Ernesto Badaracco (Academia Nacional de Ingeniería).
• Patricia Arnera (Academia de la Ingeniería de la Provincia de Buenos Aires).
• Javier F. Díaz (UNLP).

2.30 pm – TRACK 2
Presentations:

• Towards more efficient initialization methods for Convolutional Neural Networks via K-Means and Principal Components. (Full paper)

Federico Rabinovich, Franco Ronchetti, Facundo Quiroga.

• ConvAtt Network: A Low Parameter Approach For Sign Language Recognition. (Full paper)

Gastón Rios, Pedro Dal Bianco, Franco Ronchetti, Facundo Quiroga, Santiago Ponte Ahon, Oscar Stanchi, Waldo Hasperué.

• Optimization of the Breast Cancer Diagnostic Process through a New Method Incorporating Frequent Pattern Discovery and Stacking Based on Machine Learning Techniques. (Full paper)

John Sanmartín, Paulina Azuero, Remigio Hurtado.

• Deep Learning-based instance segmentation of Neural Progenitor Cell nuclei in fluorescence microscopy images. (Full paper)

Gabriel Pérez, Claudia Russo, Maria Laura Palumbo, Alejandro David Moroni.

• CB-RISE: Improving the RISE interpretability method through Convergence Detection and Blurred Perturbations. (Full paper)

Oscar Stanchi, Franco Ronchetti, Pedro Dal Bianco, Gastón Rios, Santiago Ponte Ahon, Waldo Hasperué, Facundo Quiroga.

• Wavelength Calibration of Historical Spectrographic Plates with Dynamic Time Warping. (Full paper)

Santiago Andres Ponte Ahón, Juan Martín Seery, Facundo Quiroga, Franco Ronchetti, Oscar Stanchi, Pedro Dal Bianco, Waldo Hasperué, Yael Aidelman, Roberto Gamen.

Wednesday

9 am – TRACK 3
Presentations:

• A study on pose-based deep learning models for gloss-free Sign Language Translation. (Full paper)

Pedro Dal Bianco, Gastón Ríos, Waldo Hasperué, Oscar Stanchi, Facundo Quiroga, Franco Ronchetti.

• Predicting Bacterial Antibiotic Resistance using MALDI-TOF Mass Spectrometry Databases with ELM Applications. (Full paper)

Vicente Macaya Mejías, David Zabala-Blanco, Xaviera A. López-Cortés, Felipe Tirado, José Manríquez Troncoso, Roberto Ahumada-García.

9.30 am
Conference “Conectividad IoT por satélite: retos y soluciones”.
Ph.D. Luis Piñuel (UCM – Spain).

11 am – TRACK 4
Presentations:

• An Empirical Method for Processing I/O Traces to Analyze the Performance of DL Applications. (Full paper)

Edixon Parraga, Betzabeth Leon, Sandra Mendez, Dolores Rexachs, Remo Suppi, Emilio Luque.

• An ABMS COVID-19 Propagation Model for Hospital Emergency Departments. (Full paper)

Morteza Ansari Dogaheh, Manel Taboada, Francisco Epelde, Emilio Luque, Dolores Rexachs, Alvaro Wong.

• Impact of the population pyramid on the emergency service. (Full paper)

Ramona Galeano, Alvaro Wong, Dolores Rexachs, Remo Suppi, Eva Bruballa, Francisco Epelde, Emilio Luque.

• Modeling COPD Patient Behavior in Cohort-Based Strategies: Assessing Environmental Impacts and Treatment Efficacy with an Agent-Based Approach. (Full paper)

Mohsen Hallaj Asghar, Alvaro Wong, Francisco Epelde, Manel Taboada, Dolores Isabel Rexachs del Rosario, Emilio Luque.

• Dengue Dynamics: Modelling Spread and Environmental Interactions. (Full paper)

Joaquin Matto, Joaquin Stella, Lucas Maccallini, Fernando Romero, Diego Encinas.

12.30 pm – Panel 2
“Transformación Digital”.
Participants:

• Patricia Pesado (UNLP).
• Elsa Estevez (UNS).
• Daniel Badenes (UNQ).

2.30 pm – TRACK 5
Presentations:

• Tool for quantum-classical software lifecycle. (Full paper)

Jesús Párraga Aranda, Ricardo Pérez del Castillo, Mario Piattini.

• ODP-DASHBOARD: A Cloud-Based Platform for Marine Species Conservation in the South Atlantic with Linked Open Data Integration. (Full paper)

Gustavo Nuñez, Marcos Zárate, Carlos Buckle.

• Object Recognition Models for Indoor Users’ Location. (Full paper)

Franco M. Borrelli, Cecilia Challiol.

• Industry 5.0. Digital Twins in the process industry. A bibliometric analysis. (Full paper)

Federico Walas Mateo, Armando De Giusti.

• Strategies to predict students’ exam attendance. (Full paper)

Gonzalo L. Villarreal, Verónica Artola.

Thursday

9 am – TRACK 6
Presentations:

• Modernizing MDD Diagnosis using Deep Learning from EEG Data. (Short paper)

Milena Lebedinsky, Rocío Leguizamón, Pablo Pytel, Parag Chatterjee, María Pollo-Cattaneo.

• Fuzzy logic intelligent decision support system for safety of maritime navigation based on COLREG. (Short paper)

José Ignacio Valles, José A. Olivas, José A. González Prieto.

• Habanadigital – A smart city project adapted to Cuban conditions. (Short paper)

Joaquín-Danilo Pina-Amargós, Raisa Socorro-Llanes.

• Hybrid Intelligent System for Leveraging Georeferenced Data and Knowledge. (Short paper)

D. Carrasco, José A. Olivas, Pablo L. Higueras.

• Self-sovereign Identity Model in a Higher Education Institution. (Short paper)

Facundo Montero, Hugo Ramón, Adrian Pousa.

• Presentations of Companie:
• IIoT platform as enabler for smart manufacturing. (Chaska Analytics).

Ayelén Cayuqueo, Guillermo Riquelme, Luciano Loyola, Joel Acosta, Gustavo Guitera, Federico Walas Mateo.

• InHub: Ecosistema de integraciones & capabilities basado en la nube para toda la cadena de valores del mercado asegurador. (Charles Taylor Insuretech).

Diego Tarrio.

11 am – TRACK 7
Presentations:

• Applicability of Quality 4.0 Characteristics in the Software Engineering Process. (Short paper)

Kristian Petkoff Bankoff, Rocío Muñoz , Ariel Pasini , Patricia Pesado.

• Analysis of factors for the acceptance and use of technology for the design of digital services in Ecuador. (Short paper)

Pablo Pintado, Elsa Estevez.

• Presentations of Companie:
• Productos y servicios amigables con el medio ambiente. (SIEMENS).

Gustavo Guitera.

• Presentation of Companie: Realwalker.

Nelson Acosta.

• Presentation of Companie: Redimec SA.
• Presentation of Companie: Parque Industrial Tandil.

Nelson Acosta.

12.30 pm – Panel of Companie
“Instrumentos y Expectativas en la articulación Academia-Industria”.
Participants:

• José Ángel Olivas Varela (UCLM).
• Santiago Urrizola (FluxIT).
• Gustavo Guitera (SIEMENS).

1.30 pm
Closing of the JCC-BD&ET 2024.

2.30 pm
Meeting of the CCC-BD&ET.