Sergio Barrachina

44 papers A* 1A 3B 2C 5Journal 21Unranked 11
YearRankTypeTitle / Venue / Authors
2025 J jnl
Deep learning inference optimisation for IoT: Conv2D-ReLU-BN layer fusion and quantisation.
J. Supercomput.
José I. Mestre, Sergio Barrachina, Darwin Quezada, Manuel F. Dolz
2024 J jnl
Optimizing Convolutions for Deep Learning Inference on ARM Cortex-M Processors.
IEEE Internet Things J.
Antonio Maciá-Lillo, Sergio Barrachina, Germán Fabregat, Manuel F. Dolz
2023 J jnl
Performance-energy trade-offs of deep learning convolution algorithms on ARM processors.
J. Supercomput.
Manuel F. Dolz, Sergio Barrachina, Héctor Martínez, Adrián Castelló, Antonio-Manuel Vidal-Maciá, Germán Fabregat, Andrés E. Tomás
2023 J jnl
Reformulating the direct convolution for high-performance deep learning inference on ARM processors.
J. Syst. Archit.
Sergio Barrachina, Adrián Castelló, Manuel F. Dolz, Tze Meng Low, Héctor Martínez, Enrique S. Quintana-Ortí, Upasana Sridhar, Andrés E. Tomás
2023 — conf
Using Blosc2 NDim As A Fast Explorer Of The Milky Way (Or Any Other NDim Dataset).
SciPy
Project Blosc, Francesc Alted, Marta Iborra, Oscar Guiñón, David Ibáñez, Sergio Barrachina
2023 J jnl
Using machine learning to model the training scalability of convolutional neural networks on clusters of GPUs.
Computing
Sergio Barrachina, Adrián Castelló, Mar Catalán, Manuel F. Dolz, José I. Mestre
2022 J jnl
BestOf: an online implementation selector for the training and inference of deep neural networks.
J. Supercomput.
Sergio Barrachina, Adrián Castelló, Manuel F. Dolz, Andrés E. Tomás
2022 J jnl
Efficient and portable GEMM-based convolution operators for deep neural network training on multicore processors.
J. Parallel Distributed Comput.
Sergio Barrachina, Manuel F. Dolz, Pablo San Juan, Enrique S. Quintana-Ortí
2022 J jnl
High performance and energy efficient inference for deep learning on multicore ARM processors using general optimization techniques and BLIS.
J. Syst. Archit.
Adrián Castelló, Sergio Barrachina, Manuel F. Dolz, Enrique S. Quintana-Ortí, Pau San Juan, Andrés E. Tomás
2021 — conf
A Flexible Research-Oriented Framework for Distributed Training of Deep Neural Networks.
IPDPS Workshops
Sergio Barrachina, Adrián Castelló, Mar Catalán, Manuel F. Dolz, José I. Mestre
2021 J jnl
High performance and energy efficient inference for deep learning on ARM processors.
CoRR
Adrián Castelló, Sergio Barrachina, Manuel F. Dolz, Enrique S. Quintana-Ortí, Pau San Juan
2021 J jnl
PyDTNN: A user-friendly and extensible framework for distributed deep learning.
J. Supercomput.
Sergio Barrachina, Adrián Castelló, Mar Catalán, Manuel F. Dolz, José I. Mestre
2019 J jnl
Dynamic reconfiguration of noniterative scientific applications: A case study with HPG aligner.
Int. J. High Perform. Comput. Appl.
Sergio Iserte, Héctor Martínez, Sergio Barrachina, Maribel Castillo, Rafael Mayo, Antonio J. Peña
2018 J jnl
A framework for genomic sequencing on clusters of multicore and manycore processors.
Int. J. High Perform. Comput. Appl.
Héctor Martínez, Sergio Barrachina, Maribel Castillo, Joaquín Tárraga, Ignacio Medina, Joaquín Dopazo, Enrique S. Quintana-Ortí
2018 J jnl
FaST-LMM for Two-Way Epistasis Tests on High-Performance Clusters.
J. Comput. Biol.
Héctor Martínez, Sergio Barrachina, Maribel Castillo, Enrique S. Quintana-Ortí, Jordi Rambla De Argila, Xavier Farré, Arcadi Navarro
2017 C conf
Accelerating FaST-LMM for Epistasis Tests.
ICA3PP
Héctor Martínez, Sergio Barrachina, Maribel Castillo, Enrique S. Quintana-Ortí, Jordi Rambla De Argila, Xavier Farré, Arcadi Navarro
2015 J jnl
Concurrent and Accurate Short Read Mapping on Multicore Processors.
IEEE ACM Trans. Comput. Biol. Bioinform.
Héctor Martínez, Joaquín Tárraga, Ignacio Medina, Sergio Barrachina, Maribel Castillo, Joaquín Dopazo, Enrique S. Quintana-Ortí
2015 — conf
Scalable RNA Sequencing on Clusters of Multicore Processors.
TrustCom/BigDataSE/ISPA (3)
Héctor Martínez, Sergio Barrachina, Maribel Castillo, Joaquín Tárraga, Ignacio Medina, Joaquín Dopazo, Enrique S. Quintana-Ortí
2013 C conf
A dynamic pipeline for RNA sequencing on multicore processors.
EuroMPI
Héctor Martínez, Joaquín Tárraga, Ignacio Medina, Sergio Barrachina, Maribel Castillo, Joaquín Dopazo, Enrique S. Quintana-Ortí
2013 J jnl
Concurrent and Accurate RNA Sequencing on Multicore Platforms
CoRR
Héctor Martínez, Joaquín Tárraga, Ignacio Medina, Sergio Barrachina, Maribel Castillo, Joaquín Dopazo, Enrique S. Quintana-Ortí
2009 J jnl
Exploiting the capabilities of modern GPUs for dense matrix computations.
Concurr. Comput. Pract. Exp.
Sergio Barrachina, Maribel Castillo, Francisco D. Igual, Rafael Mayo, Enrique S. Quintana-Ortí, Gregorio Quintana-Ortí
2009 J jnl
Parallel solution of large-scale algebraic Bernoulli equations with the matrix sign function method.
Int. J. Comput. Sci. Eng.
Sergio Barrachina, Peter Benner, Enrique S. Quintana-Ortí
2009 J jnl
Statistical Approaches to Computer-Assisted Translation.
Comput. Linguistics
Sergio Barrachina, Oliver Bender, Francisco Casacuberta, Jorge Civera, Elsa Cubel, Shahram Khadivi, Antonio L. Lagarda, Hermann Ney, Jesús Tomás, Enrique Vidal, Juan Miguel Vilar
2009 J jnl
Toward the parallelization of GSL.
J. Supercomput.
José Ignacio Aliaga, Francisco Almeida, José M. Badía, Sergio Barrachina, Vicente Blanco Pérez, María Isabel Castillo, Rafael Mayo, Enrique S. Quintana-Ortí, Gregorio Quintana-Ortí, Alfredo Remón, Casiano Rodríguez, Francisco de Sande, Adrián Santos
2008 A conf
Evaluation and tuning of the Level 3 CUBLAS for graphics processors.
IPDPS
Sergio Barrachina, Maribel Castillo, Francisco D. Igual, Rafael Mayo, Enrique S. Quintana-Ortí
2008 — conf
Solving Dense Linear Systems on Graphics Processors.
Euro-Par
Sergio Barrachina, Maribel Castillo, Francisco D. Igual, Rafael Mayo, Enrique S. Quintana-Ortí
2008 B conf
The UJIpenchars Database: a Pen-Based Database of Isolated Handwritten Characters.
LREC
David Llorens, Federico Prat, Andrés Marzal, Juan Miguel Vilar, María José Castro, Juan-Carlos Amengual, Sergio Barrachina, Antonio Castellanos, Salvador España Boquera, J. A. Gómez, Jorge Gorbe-Moya, Albert Gordo, Vicente Palazón, Guillermo Peris, Rafael Ramos-Garijo, Francisco Zamora-Martínez
2007 J jnl
Efficient algorithms for generalized algebraic Bernoulli equations based on the matrix sign function.
Numer. Algorithms
Sergio Barrachina, Peter Benner, Enrique S. Quintana-Ortí
2006 C conf
A Computer-Assisted Translation Tool based on Finite-State Technology.
EAMT
Jorge Civera, Antonio L. Lagarda, Elsa Cubel, Francisco Casacuberta, Enrique Vidal, Juan Miguel Vilar, Sergio Barrachina
2006 C conf
An Open Source Web Service Based Platform for Heterogeneous Clusters.
ISPA
Francisco Almeida, Sergio Barrachina, Vicente Blanco Pérez, Enrique S. Quintana-Ortí, Adrián Santos
2006 C conf
Parallelization of GSL: The Web Service Interface.
PDP
José Ignacio Aliaga, José M. Badía, Sergio Barrachina, Maribel Castillo, Rafael Mayo, Enrique S. Quintana-Ortí, Gregorio Quintana-Ortí, Francisco Almeida, Vicente Blanco Pérez, Casiano Rodríguez, Francisco de Sande, Adrián Santos
2005 — conf
A Novel Approach to Computer-Assisted Translation Based on Finite-State Transducers.
FSMNLP
Jorge Civera, Juan Miguel Vilar, Elsa Cubel, Antonio L. Lagarda, Sergio Barrachina, Francisco Casacuberta, Enrique Vidal
2005 — conf
Parallel Algorithms for Balanced Truncation of Large-Scale Unstable Systems.
CDC/ECC
Sergio Barrachina, Peter Benner, Enrique S. Quintana-Ortí, Gregorio Quintana-Ortí
2005 — conf
Parallel Solution of Large-Scale Algebraic Bernoulli Equations with the Matrix Sign Function Method.
ICPP Workshops
Sergio Barrachina, Peter Benner, Enrique S. Quintana-Ortí
2005 — conf
Parallelization of GSL on Clusters of Symmetric Multiprocessors.
PARCO
José Ignacio Aliaga, Francisco Almeida, José M. Badía, Sergio Barrachina, Vicente Blanco Pérez, Maribel Castillo, Rafael Mayo, Enrique S. Quintana-Ortí, Gregorio Quintana-Ortí, Casiano Rodríguez, Francisco de Sande, Adrián Santos
2004 — conf
A Syntactic Pattern Recognition Approach to Computer Assisted Translation.
SSPR/SPR
Jorge Civera, Juan Miguel Vilar, Elsa Cubel, Antonio L. Lagarda, Sergio Barrachina, Francisco Casacuberta, Enrique Vidal, David Picó, Jorge González
2004 A conf
Automatic Discovery of Translation Collocations from Bilingual Corpora.
ECAI
Sergio Barrachina, Juan Miguel Vilar
2004 A* conf
From Machine Translation to Computer Assisted Translation using Finite-State Models.
EMNLP
Jorge Civera, Elsa Cubel, Antonio L. Lagarda, David Picó, Jorge González, Enrique Vidal, Francisco Casacuberta, Juan Miguel Vilar, Sergio Barrachina
2004 — conf
Parallelization of GSL: Performance of Case Studies.
PARA
José Ignacio Aliaga, Francisco Almeida, José M. Badía, Sergio Barrachina, Vicente Blanco Pérez, María Isabel Castillo, U. Dorta, Rafael Mayo, Enrique S. Quintana-Ortí, Gregorio Quintana-Ortí, Casiano Rodríguez, Francisco de Sande
2004 J jnl
Some approaches to statistical and finite-state speech-to-speech translation.
Comput. Speech Lang.
Francisco Casacuberta, Hermann Ney, Franz Josef Och, Enrique Vidal, Juan Miguel Vilar, Sergio Barrachina, Ismael García-Varea, David Llorens, Carlos D. Martínez-Hinarejos, Sirko Molau
2003 A conf
Incremental and iterative monolingual clustering algorithms.
INTERSPEECH
Sergio Barrachina, Juan Miguel Vilar
2003 — —
Técnicas de agrupamiento bilingüe aplicadas a la inferencia de traductores.
Sergio Barrachina
2000 B conf
Speeding Up the Computation of the Edit Distance for Cyclic Strings.
ICPR
Andrés Marzal, Sergio Barrachina
1999 — conf
Automatically deriving categories for translation.
EUROSPEECH
Sergio Barrachina, Juan Miguel Vilar