[EN] The calculation of overlaps between many-electron wave functions at different nuclear geometries
during nonadiabatic dynamics simulations requires the evaluation of a large number of determinants of
matrices that ...
Huerta Gañán, Rodrigo(Universitat Politècnica de València, 2020-09-08)
[ES] La multiplicación de matrices es una operación fundamental para la resolución de innumerables problemas matemáticos que tienen a esta operación en su base. El coste de esta operación, incluso el algoritmo utilizado, ...
This paper addresses the efficient exploitation of task-level parallelism, present in many dense linear alge- bra operations, from the point of view of both computa- tional performance and energy consumption. The strategies ...
Alonso-Jordá, Pedro; Dolz Zaragozá, Manuel Francisco; Igual, Francisco D.; Mayo, Rafael; Quintana Ortí, Enrique Salvador(Wiley, 2014-10)
The road towards Exascale Computing requires a holistic effort to address three different challenges simultaneously: high performance, energy efficiency, and programmability. The use of runtime task schedulers to orchestrate ...
[EN] Record linkage is a technique widely used to gather data stored in disparate data sources that presumably pertain to the same real world entity. This integration can be done deterministically or probabilistically, ...
Aliaga, Jose I.; Alonso Jordá, Pedro; Badía Contelles, José Manuel; Chacon, Pablo; Davidovic, Davo; Lopez-Blanco, Jose R.; Quintana-Orti, Enrique S(Elsevier, 2016-03-15)
We introduce a new iterative Krylov subspace-based eigensolver for the simulation of
macromolecular motions on desktop multithreaded platforms equipped with multicore
processors and, possibly, a graphics accelerator ...
Alventosa, Fran J.; Alonso-Jordá, Pedro; Vidal Maciá, Antonio Manuel; Piñero, Gema; Quintana-Ortí, Enrique S.(Springer-Verlag, 2019-03)
[EN] The processing of digital sound signals often requires the computation of the QR factorization of a rectangular system matrix. However, sometimes, only a given (and probably small) part of the system matrix varies ...
[EN] In this work we introduce a new method to compute the matrix cosine. It is based on recent new matrix polynomial evaluation methods for the Taylor approximation and a mixed forward and backward error analysis. The ...
Alaejos López, Guillermo(Universitat Politècnica de València, 2022-04-27)
[ES] El auge en la aplicación de redes neuronales profundas (RNPs) en una gran variedad de campos científicos ha propiciado su uso no solo en servidores de cómputo sino también en dispositivos de bajo consumo.
Los cálculos ...
García Mollá, Víctor Manuel; San Juan-Sebastian, Pablo; Virtanen, T.; Vidal Maciá, Antonio Manuel; Alonso-Jordá, Pedro(Elsevier, 2019)
[EN] In this paper, we propose, describe, and test a modification of the K-SVD algorithm. Given a set of training data, the proposed algorithm computes an overcomplete dictionary by minimizing the ß-divergence () between ...
Cabañas-Molero, P.; Cortina-Parajón, Raquel; Combarro, E. F.; Alonso-Jordá, Pedro; Bris-Peñalver, F. J.(Springer-Verlag, 2019-03)
[EN] This paper presents a real-time audio-to-score alignment system for musical applications. The aim of these systems is to synchronize a live musical performance with its symbolic representation in a music sheet. We ...
Mañogil López, José Manuel(Universitat Politècnica de València, 2019-10-15)
[ES] Este proyecto se centra en el análisis y optimización de una aplicación C que realiza
la búsqueda de una pieza de música clásica en una base de datos a partir de un fragmento dado de ésta. La idea principal es que ...
Martini, Nicolas Fernando(Universitat Politècnica de València, 2020-09-18)
[CA] El present treball aborda la implementació d’un lloc web per a concursos de programació paral·lela, amb l’afegit de la gamificació o ludificació, una tècnica d’aprenentatge
que busca recompensar a l’usuari i augmentar ...
Alonso Jordá, Pedro; Dolz Zaragozá, Manuel Francisco; Mayo, Rafael; Quintana Ortí, Enrique Salvador(Wiley, 2014-12)
[EN] In this paper, we propose a model for the energy consumption of the concurrent execution of three key dense matrix factorizations, with task parallelism leveraged via the Symmetric Multi-Processing Superscalar (SMPSs) ...
[EN] In this paper we introduce a model for the total energy consumption of the Cholesky factorization on a multicore processor. Our model assumes a task- parallel execution of the factorization process, with con- currency ...
DO CARMO BORATTO, MURILO(Universitat Politècnica de València, 2015-03-31)
El presente trabajo se inscribe en el campo de la computación paralela y,
más en concreto, en el desarrollo y utilización de modelos computacionales
en arquitecturas paralelas heterogéneas para la resolución de ...
Defez Candel, Emilio; Ibáñez González, Jacinto Javier; Alonso Abalos, José Miguel; Peinado Pinilla, Jesús; Alonso-Jordá, Pedro(R. Company, J. C. Cortés, L. Jódar and E. López-Navarro, 2019-07-12)
Alonso Jordá, Pedro; Boratto, Murilo; Peinado Pinilla, Jesús; Ibáñez González, Jacinto Javier; Sastre Martinez, Jorge(Universitat Politècnica de València, 2014-09-15)
Computing a matrix polynomial is the basic process in the calculation of functions of matrices by the Taylor method. One of the most efficient techniques for computing matrix polynomials is based on the Paterson– Stockmeyer ...
[EN] Soundprism is a real-time algorithm to separate polyphonic music audio into
source signals, given the musical score of the audio in advance. This paper
presents a framework for a Soundprism implementation. A study ...