News:
BBVA Award 2019: David del Río Astorga
David del Río Astorga has been awarded in the category of Young Computer Researchers in the 2019 Research Awards of…
Extraordinary PhD Award: Pierre Matri
“Týr: Storage-Based HPC and Big Data Convergence Using Transactional Blobs”; Supervised by María. S. Pérez and Gabriel. Antoniu; UPM; 2019.
Member of the European Academy – 2023
Francisco Tirado Fernández; UCM.
Steering Committee Member at Latin American Computing Conference (CLEI 2023)
Francisco Tirado Fernández UCM; https://clei.org/comunidades/gt-7/steering-committee/
Member of the Council of Science and Technology of the Madrid Community – 2023
Francisco Tirado Fernández; UCM.
Invited Talks:
DRAC: Designing RISC-V-based Accelerators for next generation Computers
Dr. Miquel Moretó Planas, from Barcelona Supercomputing Center (BSC) / Universidad Politécnica de Cataluña (UPC), will be talking on Apr.…
Predicción espacio-temporal: más allá del error/precisión
I.I. Prado-Rujas, E. Serrano, A. García-Dopico, M.L. Cordoba, M.S. Pérez; UPM; Predicción espacio-temporal: más allá del error/precisión; Congreso Español de…
Challenge-Based Learning in Explainable Artificial Intelligence Education
I. I. Prado-Rujas, E. Serrano, D. Zanardini, J. Bajo; UPM; Challenge-Based Learning in Explainable Artificial Intelligence Education; 13th Annual International…
Deep learning techniques on low power devices applied to road safety
I. I Prado-Rujas; UPM; Deep learning techniques on low power devices applied to road safety; Semana de la Ciencia de…
HPC and Big Data, a marriage of convenience?
María S. Pérez; UPM; HPC and Big Data, a marriage of convenience? Red Española de Computación (RES) User Conference 2019,…
Will HPC, AI and Data Science be the same in 10 years’ time?
María S. Pérez; UPM; Will HPC, AI and Data Science be the same in 10 years’ time? Pannel Discussion in…
The TransContinuum Initiative and its Impact on Data-Driven Transformation
María S. Pérez; UPM; “The TransContinuum Initiative and its Impact on Data-Driven Transformation”; EBDVF 2021; 03 de diciembre de 2021
“Computer Design Concepts for Machine Learning”
Prof. Nader Bagherzadeh, from University of California at Irvine, will be talking on jun 29, 2022 at 18:00 about “Computer…
“Design Automation Approaches for Real-Time Edge Computing for Science Applications”
Prof. Seda Ogrenci-Memik, from Northwestern University, will be talking on Jun 15, 2022, at 17:00, about “Design Automation Approaches for Real-Time…
AMD: novedades para cómputo de alto rendimiento
AMD: novedades para cómputo de alto rendimiento; Simón Viñals (AMD Desarrollo de negocio para España y Portugal)
Journals:
ACORDE: A new application for estimating the dose absorbed by passengers and crews in commercial flights
Hernán Asorey, Mauricio Suárez-Durán, Rafael Mayo-García. ACORDE: A new application for estimating the dose absorbed by passengers and crews in commercial…
GEnI: A framework for the generation of explanations and insights of knowledge graph embedding predictions
Elvira Amador-Domínguez, Emilio Serrano, Daniel Manrique, GEnI: A framework for the generation of explanations and insights of knowledge graph embedding…
An ontology-based deep learning approach for triple classification with out-of-knowledge-base entities
Elvira Amador-Domínguez, Emilio Serrano, Daniel Manrique, Patrick Hohenecker, Thomas Lukasiewicz, ” An ontology-based deep learning approach for triple classification with…
A Case-Based Reasoning Model Powered by Deep Learning for Radiology Report Recommendation
Elvira Amador-Domínguez, Emilio Serrano, Daniel Manrique, Javier Bajo, “A Case-Based Reasoning Model Powered by Deep Learning for Radiology Report Recommendation.”…
Combining heterogeneous data sources for spatio-temporal mobility demand forecasting
Ignacio-Iker Prado-Rujas, Emilio Serrano, Antonio García-Dopico, M. Luisa Córdoba, María S. Pérez, Combining heterogeneous data sources for spatio-temporal mobility demand…
“Towards enhanced MRI by using a multiple back end programming framework,”
J. Garcia-Blas, D. del Rio, J. Carretero, and D. J. Garcia; “Towards enhanced MRI by using a multiple back end…
Automatic identification of MHD modes in magnetic fluctuation spectrograms using deep learning
A. Bustos, E. Ascasibar, A.Cappa, R. Mayo-Garcia. Automatic identification of MHD modes in magnetic fluctuation spectrograms using deep learning. Plasma…
FedFlow: a federated platform to build secure sharing and synchronization services for health dataflows.
Carrizales-Espinoza, D., Sanchez-Gallegos, D. D., Gonzalez-Compean, J. L., & Carretero, J. (2022). FedFlow: a federated platform to build secure sharing…
From the edge to the cloud: A continuous delivery and preparation model for processing big IoT data.
Sánchez-Gallegos, D. D., Carrizales-Espinoza, D., Reyes-Anastacio, H. G., Gonzalez-Compean, J. L., Carretero, J., Morales-Sandoval, M., & Galaviz-Mosqueda, A. (2020). From…
On the continuous processing of health data in edge-fog-cloud computing by using micro/nanoservice composition.
Sánchez-Gallegos, D. D., Galaviz-Mosqueda, A., Gonzalez-Compean, J. L., Villarreal-Reyes, S., Perez-Ramos, A. E., Carrizales-Espinoza, D., & Carretero, J. (2020). On…
Conferences:
Analyzing the distributed training of deep-learning models via data locality
Saul Alonso-Monsalve, Felix Garcia-Carballeira, Alejandro Calderón, Jose Rivadeneira, “Analyzing the distributed training of deep-learningmodels via data locality, ” PDP 2021.…
Energy consumption study of climate simulations with WRF using LIMITLESS
A. Bustos, A. Cascajo, A.J. Rubio-Montero, J.Navarro, J.A. Moriñigo, D.E. Singh, J. Carretero, and R. Mayo-Garcia; Jornadas SARTECO 2021; Isbn…
Exposing data locality in HPC-based systems by using the HDFS backend
Jose Rivadeneira, Felix Garcia-Carballeira, Jesus Carretero and Javier Garcia-Blas. Exposing data locality in HPC-based systems by using the HDFS backend.…
A generic simulator for Edge Computing platforms
Elias Del-Pozo, Felix Garcia-Carballeira; A generic simulator for Edge Computing platforms; The 2016 International Conference on High Performance Computing &…
Fast Simulation of DEVS models using the SimGrid Framework
Elias Del-Pozo, Felix Garcia-Carballeira; Fast Simulation of DEVS models using the SimGrid Framework; 2021 Annual Modeling and Simulation Conference. 19-21…
A Proposal of Mobility Support for the SimGridToolkit: Application to IoT simulations
Elias Del-Pozo, Felix Garcia-Carballeira; A Proposal of Mobility Support for the SimGridToolkit: Application to IoT simulations. PDP 2022. 30th Euromicro…
“DICE: generic data abstraction for enhancing the convergence of HPC and Big Data.,”
P. Brox, J. Garcia-Blas, D. Exposito-Singh, and J. Carretero, “DICE: generic data abstraction for enhancing the convergence of HPC and…
“Multi-bed stitching tool for 3D computed tomography accelerated by GPU devices,”
J. Garcia-Blas, P. Brox, M. Desco, and M. Abella, “Multi-bed stitching tool for 3D computed tomography accelerated by GPU devices,”…
Estudio de consumo energético de las simulaciones climáticas con WRF usando LIMITLESS
A. Bustos, A. Cascajo, A.J. Rubio-Montero, J.Navarro, J.A. Moriñigo, D.E. Singh, J. Carretero, and R. Mayo-Garcia. Estudio de consumo energético…
Energy Consumption Studies of WRF Executions with the LIMITLESS Monitor.
A. Bustos, A. Cascajo, A.J. Rubio-Montero, J.Navarro, J.A. Moriñigo, D.E. Singh, J. Carretero, and R. Mayo-Garcia. Energy Consumption Studies of…