Conference/Workshop Papers
Author: I. Fernandez

2024

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

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

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

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])

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

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

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

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

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])

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

2019

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

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