Conferences: Last 5 years

2024

2023

Edge IoT System for Wearable Devices: Real-Time Data Processing, Inference, and Training for Activity Monitoring and Health Evaluation [doi]
M. Lupion, F. Romero, L.F. Romero, J.F. Sanjuan, P.M. Ortigosa
15th International Conference on Ubiquitous Computing & Ambient Intelligence (UCAmI'23), Riviera Maya (Mexico), November 2023
(Springer, LNNS 842, J. Bravo and G. Urzaiz, Eds., pp. 131-142)

High-Throughput DTW Accelerator with Minimum Area in AMD FPGA by HLS [doi]
M. Hormigo-Jimenez, J. Hormigo
38th Conference on Design of Circuits and Integrated Systems (DCIS'23), Malaga (Spain), November 2023

NATSA: A Near-Data Processing Accelerator for Time Series Analysis [link]
I. Fernandez, R. Quislant, C. Giannoula, M. Alser, J.G. Luna, E. Gutierrez, O. Plata, O. Mutlu
XXXIII Jornadas de Paralelismo (JP'23) (parte de las Jornadas Sarteco), Ciudad Real (Spain), September 2023

Metodología de Adquisición y Procesamiento de Datos para la Detección de Crisis Epilépticas Utilizando Dispositivos IoT y GPUs [link]
F. Romero, L.F. Romero, M. Lupion, J.F. Sanjuan, P.M. Ortigosa
XXXIII Jornadas de Paralelismo (JP'23) (parte de las Jornadas Sarteco), Ciudad Real (Spain), September 2023

SkewEngine: Reorganización de Mallas Regulares para Cálculo Intensivo [link]
F. Romero, G. Bandera, L.F. Romero
XXXIII Jornadas de Paralelismo (JP'23) (parte de las Jornadas Sarteco), Ciudad Real (Spain), September 2023

SkewEngine: Enhancing Performance of Intensive Calculations on Regular Mesh Data [link]
F. Romero, P.M. Ortigosa, G. Bandera, L.F. Romero
23th International Conference on Computational and Mathematical Methods in Science and Engineering (CMMSE'23), Rota (Spain), July 2023

Accelerating Epilepsy Diagnosis and Prediction on EEG Signals with GPU-Based Frequency Domain Analysis and Resampling [link]
F. Romero, L.F. Romero, M. Lupion, J.F. Sanjuan, P.M. Ortigosa
23th International Conference on Computational and Mathematical Methods in Science and Engineering (CMMSE'23), Rota (Spain), July 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
XXXII 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
XXXII 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
XXXII 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
XXXII 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
XXXII 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