10th Conference on Cloud Computing, Big Data & Emerging Topics – 2022

Scientific Committee

Coordinator: Naiouf, Marcelo (UNLP, Argentina)
 

Schedule

Download detailed schedule.

 
 
Work Meetings:

• “HPC, Cloud, Fog & Edge Computing”.
• “Inteligencia de Datos y Big Data”.
• “Ciudades Inteligentes y Temas Emergentes”.

Tuesday

9 am
Opening Ceremony. Award ceremony Doctorado Honoris Causa de la UNLP to Ph.D. José Ángel Olivas Varela (2020) and Ph.D. Dolores Rexachs del Rosario (2021).

 
9.30 amOpening Dissertation “Hacia una Inteligencia Artificial Ética: Consolidando la Transparencia, Equidad y Responsabilidad en los Modelos de Machine Learning”. Dr. Alberto Fernandez (Universidad de Granada – España).

11 am – TRACK 1
Presentations:

• File Access Patterns of Distributed Deep Learning Applications.

Edixon Parraga (UAB – Spain), Betzabeth Leon (UAB – Spain), Sandra Mendez (UAB/BSC – Spain), Dolores Rexachs (UAB – Spain), Emilio Luque (UAB – Spain). (Full Paper)

• Performance Analysis of AES on CPU-GPU Heterogeneous Systems.

Victoria Sanz (UNLP/CICPBA – Argentina), Adrián Pousa (UNLP – Argentina), Marcelo Naiouf (UNLP – Argentina), Armando De Giusti (UNLP/CONICET – Argentina). (Full Paper)

• Image processing in autonomous vehicles on a RISC-V with accelerator.

María José Belda (UCM – Spain), Katzalin Olcoz (UCM – Spain), Fernando Castro (UCM – Spain), Francisco Tirado (UCM – Spain). (Full Paper)

• A Survey on Billing Models for Cloud-Native Applications.

José Rodrigo Benítez Paredes (UNA – Paraguay), Fabio López-Pires (UNA/PTI – Paraguay). (Full Paper)

• Network Traffic Monitor for IDS in IoT.

Diego Angelo Bolatti (UTN-FRRe – Argentina), Carolina Todt (UTN-FRRe – Argentina), Reinaldo Scappini (UTN-FRRe – Argentina), Sergio Gramajo (UTN-FRRe – Argentina). (Full Paper)

2 pm – TRACK 2
Presentations:

• Parallelizing respiratory disease simulations in hospitals.

Martín Paradiso (UNLP – Argentina), Lucas Maccallini (UNLP – Argentina), Agustina Vericat (UNAJ – Argentina), Fernando Romero (UNLP – Argentina), Diego Encinas (UNLP/UNAJ – Argentina). (Full Paper)

• ABM simulation focused on urban mobility.

Antonio González Cuevas (UAB – Spain), Remo Suppi (UAB – Spain). (Short Paper)

• Evaluation of the Hospital Emergency Service, in critical situations, through the inclusion of Resilience and the Sustainable Development Goals.

Mariela Rodriguez (UNJu – Argentina), Francesc Boixader (EUG – Spain), Alvaro Wong (UAB – Spain), Dolores Rexachs (UAB – Spain), Emilio Luque (UAB – Spain). (Short Paper)

• Crane: a local deployment tool for containerized applications.

Jose Arcidiacono (UNLP – Argentina), Patricia Bazán (UNLP – Argentina), Nicolás del Río (UNLP – Argentina), Alejandra B. Lliteras (UNLP/CICPBA – Argentina). (Full Paper)

• Comparative analysis of exhaustive searching on a massive finger-vein database over multi-node/multi-core and multi-GPU platforms.

Sebastián Guidet (UNDeC – Argentina), Ruber Hernandez-García (UCM – Chile), Fernando Emmanuel Frati (UNDeC – Argentina), Ricardo J. Barrientos (UCM – Chile). (Short Paper)

• Some Issues to Consider in the Management of Energy Consumption in HPC Systems with Fault Tolerance.

Marina Moran (UNCOMA – Argentina), Javier Balladini (UNCOMA – Argentina), Dolores Rexachs (UAB – Spain), Enzo Rucci (UNLP – Argentina). (Short Paper)

4 pm – Meeting
“HPC, Cloud, Fog & Edge Computing”.
 
 

Wednesday

9 am – TRACK 3
Presentations:

• Multi-class e-mail classification with a semi-supervised approach based on automatic feature selection and information retrieval.

Juan Manuel Fernández (UNLu – Argentina), Marcelo Errecalde (UNSL – Argentina). (Full Paper)

• Solving an Instance of a routing problem through Reinforcement Learning and High Performance Computing.

Esteban Schab (UTN-FRC/UADER – Argentina), Carlos Casanova (UTN-FRC/UADER – Argentina), Fabiana Piccoli (UNSL/UADER – Argentina). (Full Paper)

• Applying Game-Learning Environments to Power Capping Scenarios via Reinforcement Learning.

Pablo Hernández (UCM – Spain), Luis Costero (UCM – Spain), Katzalin Olcoz (UCM – Spain), Francisco D. Igual (UCM – Spain). (Full Paper)

• IoT for agriculture optimization: preliminary results of a tropical precision farming project.

Soizic Gibeaux (UNACHI/SENACYT – Panama), Javier Pitti (IDIAP – Panama), Carlos Gonzalez (UNACHI/SENACYT – Panama). (Short Paper)

• Incorporating Resilience to Platforms based on Edge and Fog Computing.

Santiago Medina (UNLP – Argentina), Diego Montenzanti (UNLP – Argentina), Lucas Gomez D’Orazio (UNLP – Argentina), Evaristo Compagnucci (UNLP – Argentina), Armando De Giusti (UNLP/CONICET – Argentina), Marcelo Naiouf (UNLP – Argentina). (Short Paper)

11 am – TRACK 4
Presentations:

• A cross-platform immersive 3D environment for algorithm learning.

Sebastián Dapoto (UNLP – Argentina), Federico Cristina (UNLP – Argentina), Gamal Lascano, Pablo Thomas (UNLP – Argentina), Patricia Pesado (UNLP – Argentina). (Full Paper)

• Pseudometric Spaces for Visualization and Analysis of Software Biddings.

Carlos Cares (UFRO – Chile), Jorge Hochstetter (UFRO – Chile). (Full Paper)

• Technological Integration to Reactivate Organizations Paralyzed.

María Romagnano (UNSJ – Argentina). (Full Paper)

• A Spotify-based system for promoting the wellbeing.

Pedro Alvarez (UNIZAR – Spain), Joaquín García de Quiros (UNIZAR – Spain), Sandra Baldasarri (UNIZAR – Spain). (Short Paper)

• Towards a resilient e-health system for monitoring and early detection of severity in hospitalized patients during a pandemic.

Rodrigo S. Cañibano (UNCOMA – Argentina), Santino Castagno (UNCOMA – Argentina), Mariano Conchillo (UNCOMA – Argentina), Guillermo Chiarotto (UNCOMA – Argentina), Claudia Rozas (UNCOMA – Argentina), Claudio Zanellato (UNCOMA – Argentina), Cristina Orlandi (Hospital Área Programa General Roca – Argentina), Javier Balladini (UNCOMA – Argentina). (Short Paper)

• Recommendations for Resilient App Development.

Leonardo Corbalán (UNLP – Argentina), Juan Fernández Sosa (UNLP – Argentina), Fernando Tesone (UNLP – Argentina), Sebastián Dapoto (UNLP – Argentina), Federico Cristina (UNLP – Argentina), Pablo Thomas (UNLP – Argentina), Patricia Pesado (UNLP – Argentina). (Short Paper)

2 pm – TRACK 5
Presentations:

• A Preliminary Approach about using nowadays Knowledge Engineering in Artificial Intelligence: a literature overview.

Cinthia Vegega (UTN-FRBA – Argentina), María F. Pollo-Cattaneo (UTN-FRBA – Argentina), José A. Olivas (UCLM – Spain). (Short Paper)

• TinyML for Small Microcontrollers.

César A. Estrebou (UNLP – Argentina), Marcos D. Saavedra (UNLP – Argentina), Federico Adra (UNLP – Argentina), Martín Fleming (UNLP – Argentina). (Short Paper)

• An analysis on how can AI empower the senior population in their access to banking services.

Yolanda Alfaro-Peral (GLOBANT – Spain), Eugenio Concepción (UCM – Spain), Isazkun Lopez-Samaniego (GLOBANT – Spain), Gonzalo Zarza (GLOBANT – Spain). (Short Paper)

• Improving audio of emergency calls in Spanish performed to the ECU 911 through filters for ASR technology.

Marcos Orellana (UAZUAY – Ecuador), Angel Alberto Jimenez Sarango (UAZUAY – Ecuador), Jorge Luis Zambrano-Martinez (UAZUAY – Ecuador). (Short Paper)

• Visual Analytics for Linked Open Data in Marine Sciences.

Gustavo Nuñez (UNPSJB – Argentina), Carlos Buckle (UNPSJB – Argentina), Marcos Zarate (CENPAT-CONICET – Argentina). (Short Paper)

• Big Data and Open Data in Education, evaluation of the scope of existing initiatives. Case study Faculty of Technology and Applied Sciences of the National University of Catamarca.

Claudia M. Herrera (UNCa – Argentina), Carolina I. Chayle (UNCa – Argentina), Ana C. Pauletto (UNCa – Argentina), María A. Barrera (UNCa – Argentina), Nadir Morales Apaza (UNCa – Argentina). (Short Paper)

4 pm – Simultaneous Meetings

• “Inteligencia de Datos y Big Data”.
• “Ciudades Inteligentes y Temas Emergentes”.

Thursday

9 am – TRACK 6
Presentations:

• Process Optimization in the Steel Industry using Machine Learning adopting an Artificial Intelligence Low Code Platform.

Federico Walas Mateo (UNLP/UNAJ – Argentina), Andrés Redchuk (URJC – España / UNLZ – Argentina). (Short Paper)

• Using Data Analysis and Machine Learning Models in Software Engineering Talent Pools.

Erin Oefelein (Celerative – Argentina), Juan Salas (Celerative – Argentina). (Presentation of Companies)

• Blockchain en Supply Chain, Soluciones para gestión de información en SupplyChain para mejorar la transparencia y la seguridad en las transacciones en el mundo portuario.

Fernando Fresco (Flux IT – Argentina). (Presentation of Companies)

• Machine Learning – Use Case ¿Es posible su uso para identificar cuáles son las características que hacen popular a un tema musical?.

Alejandro Rouiller (HExacta – Argentina). (Presentation of Companies)

• Using Data Analysis and Machine Learning Models in Software Engineering Talent Pools.

Erin Oefelein (Celerative – Argentina), Juan Salas (Celerative – Argentina). (Presentation of Companies)

11 am – Panel of Companie
“Proyectos y Desafíos de la Industria del Software hoy”.
 
 

12.40 pm
Closing of the JCC-BD&ET 2022.
 
 

2.30 pm
Meeting of the CCC-BD&ET.