dc.creator | Cecilia, José M. | es |
dc.creator | Guerrero, Ginés D. | es |
dc.creator | García, José M. | es |
dc.creator | Martínez del Amor, Miguel Ángel | es |
dc.creator | Pérez Hurtado de Mendoza, Ignacio | es |
dc.creator | Pérez Jiménez, Mario de Jesús | es |
dc.date.accessioned | 2018-01-10T11:18:55Z | |
dc.date.available | 2018-01-10T11:18:55Z | |
dc.date.issued | 2009 | |
dc.identifier.citation | Cecilia, J.M., Guerrero, G.D., García, J.M., Martínez del Amor, M.Á., Pérez Hurtado, I. y Pérez Jiménez, M.d.J. (2009). A massively parallel framework using P systems and GPUs. En SAAHPC 2009: Symposium on Application Accelerators in High-Performance Computing Urbana, Illinois: National Center for Supercomputing Applications at the University of Illinois. | |
dc.identifier.uri | http://hdl.handle.net/11441/68619 | |
dc.description.abstract | Since CUDA programing model appeared on the
general purpose computations, the developers can extract all
the power contained in GPUs (Graphics Processing Unit) across
many computational domains. Among these domains, P systems
or membrane systems provide a high level computational modeling
framework that allows, in theory, to obtain polynomial
time solutions to NP-complete problems by trading time for
space, and also to model biological phenomena in the area of
computational systems biology. P systems are massively parallel
distributed devices and their computation can be divided in two
levels of parallelism: membranes, that can be expressed as blocks
in CUDA programming model; and objects, that can be expressed
as threads in CUDA programming model. In this paper, we
present our initial ideas of developing a simulator for the class of
recognizer P systems with active membranes by using the CUDA
programing model to exploit the massively parallel nature of
those systems at maximum. Experimental results of a preliminary
version of our simulator on a Tesla C1060 GPU show a 60X of
speed-up compared to the sequential code. | es |
dc.description.sponsorship | Ministerio de Educación y Ciencia TIN2006-13425 | es |
dc.description.sponsorship | Junta de Andalucía P08–TIC-04200 | es |
dc.format | application/pdf | es |
dc.language.iso | eng | es |
dc.publisher | National Center for Supercomputing Applications at the University of Illinois | es |
dc.relation.ispartof | SAAHPC 2009: Symposium on Application Accelerators in High-Performance Computing (2009), | |
dc.rights | Attribution-NonCommercial-NoDerivatives 4.0 Internacional | * |
dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/4.0/ | * |
dc.title | A massively parallel framework using P systems and GPUs | es |
dc.type | info:eu-repo/semantics/conferenceObject | es |
dcterms.identifier | https://ror.org/03yxnpp24 | |
dc.type.version | info:eu-repo/semantics/publishedVersion | es |
dc.rights.accessRights | info:eu-repo/semantics/openAccess | es |
dc.contributor.affiliation | Universidad de Sevilla. Departamento de Ciencias de la Computación e Inteligencia Artificial | es |
dc.relation.projectID | TIN2006-13425 | es |
dc.relation.projectID | P08–TIC-04200 | es |
dc.relation.publisherversion | http://saahpc.ncsa.illinois.edu/09/agenda.html | es |
dc.contributor.group | Universidad de Sevilla. TIC193: Computación Natural | es |
idus.format.extent | 3 | es |
dc.eventtitle | SAAHPC 2009: Symposium on Application Accelerators in High-Performance Computing | es |
dc.eventinstitution | Urbana, Illinois | es |
dc.relation.publicationplace | Urbana, Illinois | es |
dc.contributor.funder | Ministerio de Educación y Ciencia (MEC). España | |
dc.contributor.funder | Junta de Andalucía | |