[EN] Data analysis workflows in High Energy Physics (HEP) read data written in the ROOT columnar format. Such data has traditionally been stored in files that are often read via the network from remote storage facilities, ...
There exist algorithms, also called "fast" algorithms, which exploit the special structure of Toeplitz matrices so that, e.g., allow to solve a linear system of equations in O(n2) flops. However, some implementations of ...
[EN] In this work an accurate and efficient method based on matrix splines for computing
matrix exponential is given. An algorithm and a MATLAB implementation have been
developed and compared with the state-of-the-art ...
Dolz, Manuel F.; Alventosa, Fran J.; Alonso-Jordá, Pedro; Vidal Maciá, Antonio Manuel(John Wiley & Sons, 2019)
[EN] The input and output signals of a digital signal processing system can often be represented by a rectangular matrix as it is the case of the beamformer algorithm, a very useful particular algorithm that allows extraction ...
Dolz, Manuel F.; Alventosa, Fran J.; Alonso-Jordá, Pedro; Vidal Maciá, Antonio Manuel(Springer-Verlag, 2019)
[EN] There exist problems in the field of digital signal processing, such as filtering of acoustic signals that require processing a large amount of data in real time. The beamforming algorithm, for instance, is a process ...
Belloch Rodríguez, José Antonio; Alventosa, Fran J.; Alonso-Jordá, Pedro; Quintana Ortí, Enrique Salvador; Vidal Maciá, Antonio Manuel(Springer Verlag (Germany), 2017-01)
Tablets and smart phones are nowadays equipped with low-power processor
architectures such as the ARMv7 and the ARMv8 series. These processors integrate
powerful SIMD units to exploit the intrinsic data-parallelism of ...
Ibáñez González, Jacinto Javier; Alonso Abalos, José Miguel; Sastre, Jorge; Defez Candel, Emilio; Alonso-Jordá, Pedro(MDPI AG, 2021-06)
[EN] In this paper, we introduce two approaches to compute the matrix hyperbolic tangent.
While one of them is based on its own definition and uses the matrix exponential, the other one is
focused on the expansion of its ...
Alventosa Rueda, Francisco Javier(Universitat Politècnica de València, 2022-02-28)
[ES] En la actualidad, cada vez existen más y más tareas que necesitamos exportar y
automatizar en dispositivos portables de bajo consumo que se alimentan de baterías, en los cuales
es imprescindible realizar un uso ...
[EN] In this work we introduce new rational-polynomial Hermite matrix expansions which allow us to obtain a new accurate and efficient method for computing the matrix cosine. This method is compared with other state-of-the-art ...
[EN] This work presents a software system designed to track the reproduction of a musical piece with the aim to match the score position into its symbolic representation on a digital sheet. Into this system, known as ...
Llinares Llinares, Jordi(Universitat Politècnica de València, 2019-10-30)
[ES] El trabajo realizado en este TFM ha consistido en realizar una aplicación que
mediante el análisis de datos de los datos recopilados mediante la plataforma
API APP CIUDAD obtenga unos resultados y los proporcione ...
Carratalá Sáez, Rocío(Universitat Politècnica de València, 2016-09-02)
[EN] Hierarchical matrices are a numerical tool for representing, in a sparse way and in a linear-logarithmic storage cost, dense problems that arise in integral and partial differential equations. For some basic linear ...
Diouri, Mohammed El Mehdi; Dolz Zaragozá, Manuel Francisco; Glück, Olivier; Lefèvre, Laurent; Alonso-Jordá, Pedro; Catalán, Sandra; Mayo, Rafael; Quintana Ortí, Enrique Salvador(Elsevier, 2014-06)
Large-scale distributed systems (e.g., datacenters, HPC systems, clouds, large-scale networks, etc.) con- sume and will consume enormous amounts of energy. Therefore, accurately monitoring the power dissipation and energy ...
Del Campo Calvo, Francisco Javier(Universitat Politècnica de València, 2023-09-25)
[ES] La adopción de las redes neuronales en prácticamente todos los ámbitos científicos está propiciando su uso en una amplia variedad de dispositivos. Estos dispositivos pueden ser de muy diversa naturaleza: desde grandes ...
Auto-tuning techniques have been used in the design of routines in recent years. The goal is to develop routines which automatically adapt to the conditions of the computational system in such a way that efficient executions ...
[EN] Automatic tuning methodologies have been used in the design of routines in recent years. The goal of these methodologies is to develop routines which automatically adapt to the conditions of the underlying computational ...
Meliá Sevilla, Javier(Universitat Politècnica de València, 2024-02-14)
[ES] El software de visión/expulsión MVS de la empresa MultiScan Technologies controla el funcionamiento de las máquinas que produce esta compañía. Este software ha sido desarrollado y mejorado con el paso de los años por ...
Alonso-Jordá, Pedro; Dolz Zaragozá, Manuel Francisco; Vidal Maciá, Antonio Manuel(Elsevier, 2014-05-01)
Toeplitz matrices are characterized by a special structure that can be exploited in order to obtain fast linear system solvers. These solvers are difficult to parallelize due to their low computational cost and their closely ...
[EN] This paper presents an implementation of one of the most up-to-day algorithms proposed to compute the matrix trigonometric functions sine and cosine. The method used is based on Taylor series approximations which ...