Opened Access Analysis of P systems simulation on CUDA
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Autor: Guerrero, Ginés D.
Cecilia, José M.
García Carrasco, José M.
Martínez del Amor, Miguel Ángel
Pérez Hurtado de Mendoza, Ignacio
Pérez Jiménez, Mario de Jesús
Departamento: Universidad de Sevilla. Departamento de Ciencias de la Computación e Inteligencia Artificial
Fecha: 2009
Publicado en: JP2009 : XX Jornadas de Paralelismo (2009),
Tipo de documento: Ponencia
Resumen: GPUs (Graphics Processing Unit) have been con- solidated as a massively data-parallel coprocessor to develop many general purpose computations, and en- able developers to utilize several levels of parallelism to obtain better performance of their applications. The massively parallel nature of certain computa- tions leads to use GPUs as an underlying architec- ture, becoming a good alternative to other paral- lel approaches. P systems or membrane systems are theoretical devices inspired in the way that liv- ing cells work, providing computational models and a high level computational modeling framework for biological systems. They are massively parallel dis- tributed, and non-deterministic systems. In this pa- per, we evaluate the GPU as the underlying archi- tecture to simulate the class of recognizer P systems with active membranes. We analyze the performance of three simulators implemented on CPU, CPU-GPU and GPU respectively. We compare them using a pre- sented P...
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Cita: Guerrero, G.D., Cecilia, J.M., García Carrasco, J.M., Martínez del Amor, M.Á., Pérez Hurtado, I. y Pérez Jiménez, M.d.J. (2009). Analysis of P systems simulation on CUDA. En JP2009 : XX Jornadas de Paralelismo La Coruña: SARTECO: Sociedad de Arquitectura y Tecnología de Computadores.
Tamaño: 157.5Kb
Formato: PDF

URI: http://hdl.handle.net/11441/68353

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