Conferences: Last 5 years

2023

From Synthetic Data to Real Palm Vein Identification: a Fine-Tuning Approach [doi]
R. Hernandez-Garcia, E.H. Salazar-Jurado, R.J. Barrientos, F.M. Castro, J.R. Cozar, N. Guil
13th International Conference on Pattern Recognition Systems (ICPRS'23), Guayaquil (Ecuador), July 2023

Real-Time Unsupervised Object Localization on the Edge for Airport Video Surveillance [doi]
P. Ruiz, F.M. Castro, N. Guil
11th Iberian Conference on Pattern Recognition and Image Analysis(ibPRIA'23), Alicante (Spain), June 2023
(Springer, LNCS 14062, A. Pertusa, A.J. Gallego, J.A. Sanchez and J.A. Domingues, Eds., pp. 466-478)

Multimodal Human Pose Feature Fusion for Gait Recognition [doi]
N. Cubero, F.M. Castro, J.R. Cozar, N. Guil, M.J. Marin-Jimenez
11th Iberian Conference on Pattern Recognition and Image Analysis(ibPRIA'23), Alicante (Spain), June 2023
(Springer, LNCS 14062, A. Pertusa, A.J. Gallego, J.A. Sanchez and J.A. Domingues, Eds., pp. 389-401)

2022

Exploiting Vector Extensions to Accelerate Time Series Analysis [link]
R. Quislant, I. Fernandez, E. Serralvo, E. Gutierrez, O. Plata
XXIII Jornadas de Paralelismo (JP'22) (parte de las Jornadas Sarteco), Alicante (Spain), September 2022

Estrategias de Optimización de un Algoritmo de Streaming Usando OneAPI para Arquitecturas CPU+GPU [link]
C. Campos, A. Navarro, J.C. Romero, A. Rodríguez, R. Asenjo
XXIII Jornadas de Paralelismo (JP'22) (parte de las Jornadas Sarteco), Alicante (Spain), September 2022

Diseño del Compilador de la Máquina Virtual Inmortal iVM [link]
E. Gutierrez, S. Romero, O. Plata
XXIII Jornadas de Paralelismo (JP'22) (parte de las Jornadas Sarteco), Alicante (Spain), September 2022

Reconocimiento de Fármacos Mediante Inteligencia Artificial [link]
L.F. Romero, F. Romero, P.M. Ortigosa, J. Lopez-Rodondo, H. Perez-Sanchez
XXIII Jornadas de Paralelismo (JP'22) (parte de las Jornadas Sarteco), Alicante (Spain), September 2022

Whole-Genome Assembly: An Experimental Study of Computational Costs and Architectural Opportunities [link]
E. Espinosa, I. Fernandez, R. Larrosa, O. Plata
XXIII Jornadas de Paralelismo (JP'22) (parte de las Jornadas Sarteco), Alicante (Spain), September 2022

A Hybrid Piece-Wise Slowdown Model for Concurrent Kernel Execution on GPU [doi]
B. Lopez-Albelda, F.M. Castro, J.M. Gonzalez-Linares, N. Guil
28th International European Conference on Parallel and Distributed Computing (EuroPar'22), Glasgow (UK), August 2022
(Springer, LNCS 13440, J. Cano and P. Trinder, Eds., pp. 369-384)

SparseP: Efficient Sparse Matrix Vector Multiplication on Real Processing-In-Memory Architectures [doi][arXiv]
C. Giannoula, I. Fernandez, J.G. Luna, N. Koziris, G. Goumas, O. Mutlu
IEEE Annual Symposium on VLSI (ISVLSI'22), Nicosia (Cyprus), July 2022
arXiv:2201.05072 [cs.AR]

Exploiting Near-Data Processing to Accelerate Time Series Analysis [doi][arXiv]
I. Fernandez, R. Quislant, C. Giannoula, M. Alser, J. Gomez-Luna, E. Gutierrez, O. Plata, O. Mutlu
IEEE Annual Symposium on VLSI (ISVLSI'22), Nicosia (Cyprus), July 2022
(arXiv:2206.00938 [cs.AR])

CNN-based Model for Gender and Age Classification based on Palm Vein Images [doi]
R. Hernandez-Garcia, Z. Feng, R.J. Barrientos, F.M. Castro, J.R. Cozar, N. Guil
12th International Conference on Pattern Recognition Systems (ICPRS'22), Saint-Etienne (France), June 2022

Whole-Genome Assembly: An Experimental Study of Computational Costs and Architectural Opportunities [link]
E. Espinosa, I. Fernandez, R. Larrosa, O. Plata
Workshop on Accelerator Architecture in Computational Biology and Bioinformatics (AACBB'22) (co-located with HPCA'22), New York (NY, USA), June 2022

Towards Efficient Sparse Matrix Vector Multiplication on Real Processing-In-Memory Architectures [doi]
C. Giannoula, I. Fernandez, J. Gomez-Luna, N. Koziris, G. Goumas, O. Mutlu
ACM SIGMETRICS/IFIP PERFORMANCE Joint International Conference on Measurement and Modeling of Computer Systems (SIGMETRICS/PERFORMANCE’22), Mumbai, India, June 2022

Exploiting Vector Extensions to Accelerate Time Series Analysis [doi]
R. Quislant, I. Fernandez, E. Serralvo, E. Gutierrez, O. Plata
30th Euromicro International Conference on Parallel, Distributed and Network-based Processing (PDP'22), Valladolid, Spain, March 2022

2021

Large-Scale Palm Vein Recognition on Synthetic Datasets [doi]
R. Hernandez-Garcia, J.I. Santamaria, R.J. Barrientos, E.H. Salazar-Jurado, F.M. Castro, J.R. Cozar, N. Guil
40th International Conference of the Chilean Computer Science Society (SCCC), La Serena (Chile), November 2021

Evaluation of End-to-End CNN Models for Palm Vein Recognition [doi]
J.I. Santamaria, R. Hernandez-Garcia, R.J. Barrientos, F.M. Castro, J.R. Cozar, N. Guil
40th International Conference of the Chilean Computer Science Society (SCCC), La Serena (Chile), November 2021

Enhancing Online Planning under Uncertainty via Bloom Filter Based Memory [link]
D.A. Constantinescu, A. Navarro, R. Asenjo, J.A. Fernandez-Madrigal, A. Cruz-Martin
Supercomputing (SC'21) oneAPI Developer Summit 2021, November 2021

Benchmarking Memory-Centric Computing Systems: Analysis of Real Processing-In-Memory Hardware [doi]
J. Gomez-Luna, I. El Hajj, I. Fernandez, C. Giannoula, G.F. Oliveira, O. Mutlu
12th International Green and Sustainable Computing Conference (IGSC'21), Pullman (WA), USA, October 2021

Energy-Efficient Time Series Analysis Using Transprecision Computing [link]
I. Fernandez, R. Quislant, E. Gutierrez, O. Plata
XXXI Jornadas de Paralelismo (JP'20/21) (parte de las Jornadas Sarteco), Malaga (Spain), September 2021

Enhancing Online Planning under Uncertainty via Bloom Filter Based Memory [link]
D.A. Constantinescu, R. Asenjo, A. Navarro
XXXI Jornadas de Paralelismo (JP'20/21) (parte de las Jornadas Sarteco), Malaga (Spain), September 2021

Enabling Fast and Energy Efficient FM-index Exact Matching using PNM [link]
J.M. Herruzo, I. Fernandez, E. Espinosa, S. Gonzalez-Navarro, R. Larrosa, O. Plata
XXXI Jornadas de Paralelismo (JP'20/21) (parte de las Jornadas Sarteco), Malaga (Spain), September 2021

SkyFlow: Streaming Heterogéneo para Cálculo de Skyline mediante FlowGrpah y oneAPI [link]
J.C. Romero, F. Muñoz, A. Vilches, A. Rodriguez, A. Navarro, R. Asenjo
XXXI Jornadas de Paralelismo (JP'20/21) (parte de las Jornadas Sarteco), Malaga (Spain), September 2021

Optimización del Método Visvalingam-Whyatt para Reducir Series Temporales en Tiempo Real [link]
F. Muñoz, A. Vilches, A. Navarro, R. Asenjo
XXXI Jornadas de Paralelismo (JP'20/21) (parte de las Jornadas Sarteco), Malaga (Spain), September 2021

Server-Side Computer Architecture Simulation for Online Evaluation Purposes [link]
L.F. Romero, G. Bandera, F. Romero, J. Romero
XXXI Jornadas de Paralelismo (JP'20/21) (parte de las Jornadas Sarteco), Malaga (Spain), September 2021

CodSim 2.0: Un Laboratorio Virtual para la Enseñanza de las Codificaciones de Datos [link]
G.P. Trabado, E. Gutierrez
XXXI Jornadas de Paralelismo (JP'20/21) (parte de las Jornadas Sarteco), Malaga (Spain), September 2021

Introduce Metodologías Activas en tu Clase, Indispensable en Tiempos de Pandemia [link]
E. Hendrix, F.M. Castro, D.A. Constantinescu, F. Corbera, S. Gonzalez-Navarro, M. Gonzalez, J. Hormigo, J.R. Cozar, A. Rodriguez
XXXI Jornadas de Paralelismo (JP'20/21) (parte de las Jornadas Sarteco), Malaga (Spain), September 2021

Multimodal Gait Recognition Under Missing Modalities [doi]
R. Delgado, F.M. Castro, N. Guil, V. Kalogeiton, M.J. Marin-Jimenez
IEEE International Conference on Image Processing (ICIP), Anchorage (AK, USA), August 2021

ReSGait: The Real-Scene Gait Dataset [doi]
Z. Mu, F.M. Castro, M.J. Marin-Jimenez, N. Guil, Y-R. Li
IEEE International Joint Conference on Biometrics (IJCB), Shenzhen (China), August 2021

oneAPI Implementation of the OWM Algorithm for DTM Seed Point Detection
F. Muñoz, R. Asenjo, A. Navarro, J.C. Cabaleiro
1st Conference on High Performance Computing (CHPC'21), Rota (Cadiz), Spain, July 2021

FPGA Acceleration of Bit-True Simulations for Word-Length Optimization [doi]
J. Hormigo, G. Caffarena
IEEE 28th Symposium on Computer Arithmetic (ARITH'21), Lyngby, Denmark, June 2021

SynCron: Efficient Synchronization Support for Near-Data-Processing Architectures [doi][arXiv]
C. Giannoula, N. Vijaykumar, N. Papadopoulou, V. Karakostas, I. Fernandez, J. Gomez-Luna, L. Orosa, N. Koziris, G. Goumas, O. Mutlu
27th IEEE International Symposium on High-Performance Computer Architecture (HPCA'21), Seoul (South Korea), February-March 2021
(arXiv:2101.07557 [cs.AR])

2020

Boosting Productivity of Decision-Making with oneAPI-based Heterogeneous Schedulers on SoCs [link]
D.A. Constantinescu, R. Asenjo
oneAPI Developer Summit 2020, Virtual Event, November 2020

NATSA: A Near-Data Processing Accelerator for Time Series Analysis [doi][arXiv]
I. Fernandez, R. Quislant, C. Giannoula, M. Alser, J. Gomez-Luna, E. Gutierrez, O. Plata, O. Mutlu
38th IEEE International Conference on Computer Design (ICCD'20), Hardtford (CT, USA), October 2020
(arXiv:2010.02079 [cs.AR])

iLGaCo: Incremental Learning of Gait Covariate Factors [doi][arXiv]
Z. Mu, F.M. Castro, M.J. Marin, N. Guil, Y-L. Li, S. Yu
International Joint Conference on Biometrics (IJCB'20), Houston (TX, USA), September-October 2020
(arXiv:2008.13507 [cs.CV])

Weather Projections and Dynamical Downscaling for the Republic of Panama: Evaluation of Implementation Methods via GPGPU Acceleration [link]
R. Pizon, M. Muller, T. Nakaegawa, J. Sanchez-Galan, M. Ujaldon, J. Fabrega
22nd Congress of the International Association for Hydro-Environment Engineering and Research-Asia Pacific Division (IAHR-APD'20), Sapporo (Japan), September 2020

Energy-Efficient Time Series Analysis Using Transprecision Computing [doi]
I. Fernandez, R. Quislant, E. Gutierrez, O. Plata
IEEE 32nd International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD'20), Porto (Portugal), September 2020

Floating-Point Fused Multiply-Add under HUB Format [doi]
J. Hormigo, J. Villalba, S. Gonzalez-Navarro
IEEE 27th Symposium on Computer Arithmetic (ARITH'20), Portland (OR, USA), June 2020

Micro-Variations from RNA-seq Experiments for Non-model Organisms [doi]
E. Espinosa, M. Arroyo, R. Larrosa, M. Manchado, M.G. Claros, R. Bautista
8th International Work-Conference on Bioinformatics and Biomedical Engineering (IWBBIO'20), Granada (Spain), May 2020
(Springer, LNCS 12108, I. Rojas, O. Valenzuela, F. Rojas, L.J. Herrera and F. Ortuño, Eds., pp. 542-549)

High-Performance Simultaneous Multiprocessing for Heterogeneous System-on-Chip [link]
K. Nikov, J. Nunez-Yanez, M. Hosseinabady, R. Asenjo, A. Rodriguez, A. Navarro
The Thirteenth International Workshop on Programmability and Architectures for Heterogeneous Multicores (MULTIPROG'20) (co-located with HiPEAC'20), Bologna (Italy), January 2020

2019

Increasing Flatfish Supply on a Diet: from Genomics to Fisheries by Means of Bioinformatics [link]
E. Espinosa, L. Aguilera-Cobos, R. Nuñez-Serrano, D. Guerrero, R. Bautista, M. Manchado, M.G. Claros
4th European Conference on Translational Bioinformatics: Biomedical Big Data Supporting Precision Medicine (ECTB'19), Granada (Spain), November 2019

Time Series Analysis Using Transprecision Computing [link]
I. Fernandez, E. Gutierrez, O. Plata
OPRECOMP Summer School, Perugia (Italy), September 2019

Reorganización de Matrices en Algoritmos de Barrido Radial Sobre Modelos Digitales del Terreno [link]
A.J. Sanchez, F. Romero, S. Tabik, G. Bandera
XXX Jornadas de Paralelismo (JP'19) (parte de las Jornadas Sarteco), Caceres (Spain), September 2019

Aceleración del Análisis de Series Temporales en el Procesador Intel Xeon Phi KNL [link]
I. Fernandez, A. Villegas, E. Gutierrez, O. Plata
XXX Jornadas de Paralelismo (JP'19) (parte de las Jornadas Sarteco), Caceres (Spain), September 2019

Barreras Especulativas con Memoria Transaccional [link]
M. Pedrero, R. Quislant, E. Gutierrez, E.L. Zapata, O. Plata
XXX Jornadas de Paralelismo (JP'19) (parte de las Jornadas Sarteco), Caceres (Spain), September 2019

Tasks Fairness Scheduler for GPU [link]
B. Lopez-Albelda, J.M. Gonzalez-Linares, N. Guil
XXX Jornadas de Paralelismo (JP'19) (parte de las Jornadas Sarteco), Caceres (Spain), September 2019

Aceleración de Time-Series Sismográficas en Python [link]
F. Muñoz, T. Grass, R. Asenjo, A. Navarro
XXX Jornadas de Paralelismo (JP'19) (parte de las Jornadas Sarteco), Caceres (Spain), September 2019

Soporte OpenCL 2.0 para Intel TBB [link]
F. Muñoz, J.C. Romero, A. Villegas, A. Navarro, A. Rodriguez, R. Asenjo
XXX Jornadas de Paralelismo (JP'19) (parte de las Jornadas Sarteco), Caceres (Spain), September 2019

A Weakly-Supervised Approach for Discovering Common Objects in Airport Video Surveillance Footage [doi]
F.M. Castro, R. Delgado, N. Guil, M.J. Marin
9th Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA'19), Madrid (Spain), July 2019
(Springer, LNCS 11868, A. Morales, J. Fierrez, J.S. Sanchez and B. Ribeiro, Eds., pp. 296-308)

Time Series Heterogeneous Co-execution on CPU+GPU [link]
J.C. Romero, A. Navarro, A. Rodriguez, R. Asenjo, M. Cole
International Conference on Computational and Mathematical Methods in Science and Engineering (CMMSE'19), Rota (Cadiz, Spain), June-July 2019

Solving Large-Scale Markov Decision Processes on Low-Power Heterogeneous Platforms [link]
D.A. Constantinescu, A. Navarro, F. Corbera, J.A. Fernandez-Madrigal, R. Asenjo
International Conference on Computational and Mathematical Methods in Science and Engineering (CMMSE'19), Rota (Cadiz, Spain), June-July 2019

ClinicAppChain: A Low-Cost Blockchain Hyperledger Solution for Healthcare [doi]
D.J. Muñoz, D.A. Constantinescu, R. Asenjo, L. Fuentes
1st International Congress on Blockchain and Applications (BLOCKCHAIN'19), Avila (Spain), June 2019
(Springer, AISC 1010, J. Prieto, A. Kumar Das, S. Ferreti, A. Pinto and J.M. Corchado, Eds., pp. 35-44)

Reproducible Summation Under HUB Format [doi]
J. Villalba, J. Hormigo, F. Jaime
IEEE 26th Symposium on Computer Arithmetic (ARITH'19), Kyoto (Japan), June 2019

Boosting Backward Search Throughput for FM-Index Using a Compressed Encoding [doi]
J.M. Herruzo, S. Gonzalez-Navarro, P. Ibañez, V. Viñals, J. Alastruey, O. Plata
Data Compression Conference (DCC'19), Snowbird (UH, USA), March 2019

Evaluation of Heterogeneous Execution on an HPC-Oriented CPU-FPGA System-on-Chip [link]
A. Rodriguez, A. Navarro, R. Asenjo, F. Corbera, R. Gran-Tejero, D. Suarez-Gracia, J. Nunez-Yanez
International Workshop on High-Level Programming for Heterogeneous and Hierarchical Parallel Systems (HLPGPU’19) (co-located with HiPEAC'19), Valencia (Spain), January 2019