Sergio Barrachina

Orcid: 0000-0003-4642-7467

Affiliations:
  • Jaume I University, Castellón de la Plana, Spain


According to our database1, Sergio Barrachina authored at least 44 papers between 1999 and 2024.

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Bibliography

2024
Optimizing Convolutions for Deep Learning Inference on ARM Cortex-M Processors.
IEEE Internet Things J., 2024

2023
Performance-energy trade-offs of deep learning convolution algorithms on ARM processors.
J. Supercomput., June, 2023

Using machine learning to model the training scalability of convolutional neural networks on clusters of GPUs.
Computing, May, 2023

Reformulating the direct convolution for high-performance deep learning inference on ARM processors.
J. Syst. Archit., February, 2023

2022
BestOf: an online implementation selector for the training and inference of deep neural networks.
J. Supercomput., 2022

High performance and energy efficient inference for deep learning on multicore ARM processors using general optimization techniques and BLIS.
J. Syst. Archit., 2022

Efficient and portable GEMM-based convolution operators for deep neural network training on multicore processors.
J. Parallel Distributed Comput., 2022

2021
PyDTNN: A user-friendly and extensible framework for distributed deep learning.
J. Supercomput., 2021

High performance and energy efficient inference for deep learning on ARM processors.
CoRR, 2021

A Flexible Research-Oriented Framework for Distributed Training of Deep Neural Networks.
Proceedings of the IEEE International Parallel and Distributed Processing Symposium Workshops, 2021

2020
Introduction to Programming Using Mobile Phones and MIT App Inventor.
Rev. Iberoam. de Tecnol. del Aprendiz., 2020

2019
Dynamic reconfiguration of noniterative scientific applications: A case study with HPG aligner.
Int. J. High Perform. Comput. Appl., 2019

2018
FaST-LMM for Two-Way Epistasis Tests on High-Performance Clusters.
J. Comput. Biol., 2018

A framework for genomic sequencing on clusters of multicore and manycore processors.
Int. J. High Perform. Comput. Appl., 2018

2017
Accelerating FaST-LMM for Epistasis Tests.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2017

2015
Concurrent and Accurate Short Read Mapping on Multicore Processors.
IEEE ACM Trans. Comput. Biol. Bioinform., 2015

Scalable RNA Sequencing on Clusters of Multicore Processors.
Proceedings of the 2015 IEEE TrustCom/BigDataSE/ISPA, 2015

2013
Concurrent and Accurate RNA Sequencing on Multicore Platforms
CoRR, 2013

A dynamic pipeline for RNA sequencing on multicore processors.
Proceedings of the 20th European MPI Users's Group Meeting, 2013

2009
Toward the parallelization of GSL.
J. Supercomput., 2009

Parallel solution of large-scale algebraic Bernoulli equations with the matrix sign function method.
Int. J. Comput. Sci. Eng., 2009

Exploiting the capabilities of modern GPUs for dense matrix computations.
Concurr. Comput. Pract. Exp., 2009

Statistical Approaches to Computer-Assisted Translation.
Comput. Linguistics, 2009

2008
The UJIpenchars Database: a Pen-Based Database of Isolated Handwritten Characters.
Proceedings of the International Conference on Language Resources and Evaluation, 2008

Evaluation and tuning of the Level 3 CUBLAS for graphics processors.
Proceedings of the 22nd IEEE International Symposium on Parallel and Distributed Processing, 2008

Solving Dense Linear Systems on Graphics Processors.
Proceedings of the Euro-Par 2008, 2008

2007
Efficient algorithms for generalized algebraic Bernoulli equations based on the matrix sign function.
Numer. Algorithms, 2007

2006
Parallelization of GSL: The Web Service Interface.
Proceedings of the 14th Euromicro International Conference on Parallel, 2006

An Open Source Web Service Based Platform for Heterogeneous Clusters.
Proceedings of the Parallel and Distributed Processing and Applications, 2006

A Computer-Assisted Translation Tool based on Finite-State Technology.
Proceedings of the 11th Annual conference of the European Association for Machine Translation, 2006

2005
Parallelization of GSL on Clusters of Symmetric Multiprocessors.
Proceedings of the Parallel Computing: Current & Future Issues of High-End Computing, 2005

A Novel Approach to Computer-Assisted Translation Based on Finite-State Transducers.
Proceedings of the Finite-State Methods and Natural Language Processing, 2005

Parallel Algorithms for Balanced Truncation of Large-Scale Unstable Systems.
Proceedings of the 44th IEEE IEEE Conference on Decision and Control and 8th European Control Conference Control, 2005

2004
Some approaches to statistical and finite-state speech-to-speech translation.
Comput. Speech Lang., 2004

A Syntactic Pattern Recognition Approach to Computer Assisted Translation.
Proceedings of the Structural, 2004

Parallelization of GSL: Architecture, Interfaces, and Programming Models.
Proceedings of the Recent Advances in Parallel Virtual Machine and Message Passing Interface, 2004


Parallelization of the GNU Scientific Library on Heterogeneous Systems.
Proceedings of the 3rd International Symposium on Parallel and Distributed Computing (ISPDC 2004), 2004

From Machine Translation to Computer Assisted Translation using Finite-State Models.
Proceedings of the 2004 Conference on Empirical Methods in Natural Language Processing , 2004

Automatic Discovery of Translation Collocations from Bilingual Corpora.
Proceedings of the 16th Eureopean Conference on Artificial Intelligence, 2004

2003
Técnicas de agrupamiento bilingüe aplicadas a la inferencia de traductores.
PhD thesis, 2003

Incremental and iterative monolingual clustering algorithms.
Proceedings of the 8th European Conference on Speech Communication and Technology, EUROSPEECH 2003, 2003

2000
Speeding Up the Computation of the Edit Distance for Cyclic Strings.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

1999
Automatically deriving categories for translation.
Proceedings of the Sixth European Conference on Speech Communication and Technology, 1999


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