Sergio Barrachina

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 14

Top Topics

Efficient Inference

Weakly Supervised

Multicore Processors

Top Venues

J. Supercomput.

J. Syst. Archit.

Int. J. High Perform. Comput. Appl.

Publications

Antonio Maciá-Lillo, Sergio Barrachina, Germán Fabregat, Manuel F. Dolz
Optimizing Convolutions for Deep Learning Inference on ARM Cortex-M Processors. IEEE Internet Things J. 11 (15) (2024)
Manuel F. Dolz, Sergio Barrachina, Héctor Martínez, Adrián Castelló, Antonio-Manuel Vidal-Maciá, Germán Fabregat, Andrés E. Tomás
Performance-energy trade-offs of deep learning convolution algorithms on ARM processors. J. Supercomput. 79 (9) (2023)
Sergio Barrachina, Adrián Castelló, Manuel F. Dolz, Tze Meng Low, Héctor Martínez, Enrique S. Quintana-Ortí, Upasana Sridhar, Andrés E. Tomás
Reformulating the direct convolution for high-performance deep learning inference on ARM processors. J. Syst. Archit. 135 (2023)
Sergio Barrachina, Adrián Castelló, Mar Catalán, Manuel F. Dolz, José I. Mestre
Using machine learning to model the training scalability of convolutional neural networks on clusters of GPUs. Computing 105 (5) (2023)
Sergio Barrachina, Manuel F. Dolz, Pablo San Juan, Enrique S. Quintana-Ortí
Efficient and portable GEMM-based convolution operators for deep neural network training on multicore processors. J. Parallel Distributed Comput. 167 (2022)
Adrián Castelló, Sergio Barrachina, Manuel F. Dolz, Enrique S. Quintana-Ortí, Pau San Juan, Andrés E. Tomás
High performance and energy efficient inference for deep learning on multicore ARM processors using general optimization techniques and BLIS. J. Syst. Archit. 125 (2022)
Sergio Barrachina, Adrián Castelló, Manuel F. Dolz, Andrés E. Tomás
BestOf: an online implementation selector for the training and inference of deep neural networks. J. Supercomput. 78 (16) (2022)
Sergio Barrachina, Adrián Castelló, Mar Catalán, Manuel F. Dolz, José I. Mestre
PyDTNN: A user-friendly and extensible framework for distributed deep learning. J. Supercomput. 77 (9) (2021)
Sergio Barrachina, Adrián Castelló, Mar Catalán, Manuel F. Dolz, José I. Mestre
A Flexible Research-Oriented Framework for Distributed Training of Deep Neural Networks. IPDPS Workshops (2021)
Adrián Castelló, Sergio Barrachina, Manuel F. Dolz, Enrique S. Quintana-Ortí, Pau San Juan
High performance and energy efficient inference for deep learning on ARM processors. CoRR (2021)
Sergio Iserte, Héctor Martínez, Sergio Barrachina, Maribel Castillo, Rafael Mayo, Antonio J. Peña
Dynamic reconfiguration of noniterative scientific applications: A case study with HPG aligner. Int. J. High Perform. Comput. Appl. 33 (5) (2019)
Héctor Martínez, Sergio Barrachina, Maribel Castillo, Joaquín Tárraga, Ignacio Medina, Joaquín Dopazo, Enrique S. Quintana-Ortí
A framework for genomic sequencing on clusters of multicore and manycore processors. Int. J. High Perform. Comput. Appl. 32 (3) (2018)
Héctor Martínez, Sergio Barrachina, Maribel Castillo, Enrique S. Quintana-Ortí, Jordi Rambla De Argila, Xavier Farré, Arcadi Navarro
FaST-LMM for Two-Way Epistasis Tests on High-Performance Clusters. J. Comput. Biol. 25 (8) (2018)
Héctor Martínez, Sergio Barrachina, Maribel Castillo, Enrique S. Quintana-Ortí, Jordi Rambla De Argila, Xavier Farré, Arcadi Navarro
Accelerating FaST-LMM for Epistasis Tests. ICA3PP (2017)
Héctor Martínez, Joaquín Tárraga, Ignacio Medina, Sergio Barrachina, Maribel Castillo, Joaquín Dopazo, Enrique S. Quintana-Ortí
Concurrent and Accurate Short Read Mapping on Multicore Processors. IEEE ACM Trans. Comput. Biol. Bioinform. 12 (5) (2015)
Héctor Martínez, Sergio Barrachina, Maribel Castillo, Joaquín Tárraga, Ignacio Medina, Joaquín Dopazo, Enrique S. Quintana-Ortí
Scalable RNA Sequencing on Clusters of Multicore Processors. TrustCom/BigDataSE/ISPA (3) (2015)
Héctor Martínez, Joaquín Tárraga, Ignacio Medina, Sergio Barrachina, Maribel Castillo, Joaquín Dopazo, Enrique S. Quintana-Ortí
A dynamic pipeline for RNA sequencing on multicore processors. EuroMPI (2013)
Héctor Martínez, Joaquín Tárraga, Ignacio Medina, Sergio Barrachina, Maribel Castillo, Joaquín Dopazo, Enrique S. Quintana-Ortí
Concurrent and Accurate RNA Sequencing on Multicore Platforms CoRR (2013)
Sergio Barrachina, Maribel Castillo, Francisco D. Igual, Rafael Mayo, Enrique S. Quintana-Ortí, Gregorio Quintana-Ortí
Exploiting the capabilities of modern GPUs for dense matrix computations. Concurr. Comput. Pract. Exp. 21 (18) (2009)
Sergio Barrachina, Oliver Bender, Francisco Casacuberta, Jorge Civera, Elsa Cubel, Shahram Khadivi, Antonio L. Lagarda, Hermann Ney, Jesús Tomás, Enrique Vidal, Juan Miguel Vilar
Statistical Approaches to Computer-Assisted Translation. Comput. Linguistics 35 (1) (2009)
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
Toward the parallelization of GSL. J. Supercomput. 48 (1) (2009)
Sergio Barrachina, Peter Benner, Enrique S. Quintana-Ortí
Parallel solution of large-scale algebraic Bernoulli equations with the matrix sign function method. Int. J. Comput. Sci. Eng. 4 (2) (2009)
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
The UJIpenchars Database: a Pen-Based Database of Isolated Handwritten Characters. LREC (2008)
Sergio Barrachina, Maribel Castillo, Francisco D. Igual, Rafael Mayo, Enrique S. Quintana-Ortí
Evaluation and tuning of the Level 3 CUBLAS for graphics processors. IPDPS (2008)
Sergio Barrachina, Maribel Castillo, Francisco D. Igual, Rafael Mayo, Enrique S. Quintana-Ortí
Solving Dense Linear Systems on Graphics Processors. Euro-Par (2008)
Sergio Barrachina, Peter Benner, Enrique S. Quintana-Ortí
Efficient algorithms for generalized algebraic Bernoulli equations based on the matrix sign function. Numer. Algorithms 46 (4) (2007)
Francisco Almeida, Sergio Barrachina, Vicente Blanco Pérez, Enrique S. Quintana-Ortí, Adrián Santos
An Open Source Web Service Based Platform for Heterogeneous Clusters. ISPA (2006)
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
Parallelization of GSL: The Web Service Interface. PDP (2006)
Jorge Civera, Antonio L. Lagarda, Elsa Cubel, Francisco Casacuberta, Enrique Vidal, Juan Miguel Vilar, Sergio Barrachina
A Computer-Assisted Translation Tool based on Finite-State Technology. EAMT (2006)
Sergio Barrachina, Peter Benner, Enrique S. Quintana-Ortí
Parallel Solution of Large-Scale Algebraic Bernoulli Equations with the Matrix Sign Function Method. ICPP Workshops (2005)
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
Parallelization of GSL on Clusters of Symmetric Multiprocessors. PARCO (2005)
Jorge Civera, Juan Miguel Vilar, Elsa Cubel, Antonio L. Lagarda, Sergio Barrachina, Francisco Casacuberta, Enrique Vidal
A Novel Approach to Computer-Assisted Translation Based on Finite-State Transducers. FSMNLP (2005)
Sergio Barrachina, Peter Benner, Enrique S. Quintana-Ortí, Gregorio Quintana-Ortí
Parallel Algorithms for Balanced Truncation of Large-Scale Unstable Systems. CDC/ECC (2005)
Sergio Barrachina, Juan Miguel Vilar
Automatic Discovery of Translation Collocations from Bilingual Corpora. ECAI (2004)
Jorge Civera, Elsa Cubel, Antonio L. Lagarda, David Picó, Jorge González, Enrique Vidal, Francisco Casacuberta, Juan Miguel Vilar, Sergio Barrachina
From Machine Translation to Computer Assisted Translation using Finite-State Models. EMNLP (2004)
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
Some approaches to statistical and finite-state speech-to-speech translation. Comput. Speech Lang. 18 (1) (2004)
Jorge Civera, Juan Miguel Vilar, Elsa Cubel, Antonio L. Lagarda, Sergio Barrachina, Francisco Casacuberta, Enrique Vidal, David Picó, Jorge González
A Syntactic Pattern Recognition Approach to Computer Assisted Translation. SSPR/SPR (2004)
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
Parallelization of GSL: Performance of Case Studies. PARA (2004)
Sergio Barrachina, Juan Miguel Vilar
Incremental and iterative monolingual clustering algorithms. INTERSPEECH (2003)
Andrés Marzal, Sergio Barrachina
Speeding Up the Computation of the Edit Distance for Cyclic Strings. ICPR (2000)
Sergio Barrachina, Juan Miguel Vilar
Automatically deriving categories for translation. EUROSPEECH (1999)