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Simulating large-scale ENPS models by means of GPU

Fri, 05/25/2012 - 10:13 — manu
TitleSimulating large-scale ENPS models by means of GPU
Publication TypeConference Contributions
Year of Publication2012
AuthorsGarcía-Quismondo, M., Pavel A. B., & Pérez-Jiménez M. J.
Conference NameTenth Brainstorming Week on Membrane Computing
Volume TitleProceedings of the Tenth Brainstorming Week on Membrane Computing
PublisherFénix Editora
Place PublishedSeville, Spain
VolumeI
Pages137-152
Date Published02/2012
Abstract

Enzymatic Numerical P Systems (ENPS), an extension of Numerical P
Systems, have been successfully applied to model robot controllers. GPGPU is an
innovative technological paradigm which applies the parallel architecture of graphic cards
to solve parallel, general{purpose problems. In previous work, a GPU simulator for ENPS
was introduced. In this paper, a performance analysis on the simulator is performed in
order to experimentally measure the speed-up factors resulting from the simulations.
KeywordsEnzymatic Numerical P Systems, GPU, simulation
URLhttp://www.gcn.us.es/10BWMC/10BWMCvolI/papers/Simulating_complex_ENPS_models_by_means_of_GPU_complete.pdf