Multi-agent traffic simulation with CUDA

Strippgen, David; Nagel, Kai

Multi-agent traffic simulation with CUDA

dc.contributor.author	Strippgen, David
dc.contributor.author	Nagel, Kai
dc.date.accessioned	2018-11-27T14:51:16Z
dc.date.available	2018-11-27T14:51:16Z
dc.date.issued	2009
dc.description.abstract	Today's graphics processing units (GPU) have tremendous resources when it comes to raw computing power. The simulation of large groups of agents in transport simulation has a huge demand of computation time. Therefore it seems reasonable to try to harvest this computing power for traffic simulation. Unfortunately simulating a network of traffic is inherently connected with random memory access. This is not a domain that the SIMD (single instruction, multiple data) architecture of GPUs is known to work well with. In this paper the authors will try to achieve a speedup by computing multi-agent traffic simulations on the graphics device using NVIDIA's CUDA framework.	en
dc.identifier.isbn	978-1-4244-4906-4
dc.identifier.uri	https://depositonce.tu-berlin.de/handle/11303/8605
dc.identifier.uri	http://dx.doi.org/10.14279/depositonce-7739
dc.language.iso	en
dc.rights.uri	http://rightsstatements.org/vocab/InC/1.0/
dc.subject.ddc	380 Handel, Kommunikation, Verkehr	de
dc.subject.other	multi agent simulation	en
dc.subject.other	large-scale simulation	en
dc.subject.other	GPGPU	en
dc.subject.other	GPU	en
dc.subject.other	multi-core	en
dc.subject.other	CUDA	en
dc.title	Multi-agent traffic simulation with CUDA	en
dc.type	Conference Object	en
dc.type.version	acceptedVersion	en
dcterms.bibliographicCitation.doi	10.1109/HPCSIM.2009.5192895
dcterms.bibliographicCitation.originalpublishername	IEEE	en
dcterms.bibliographicCitation.originalpublisherplace	Piscataway, NJ	de
dcterms.bibliographicCitation.pageend	114
dcterms.bibliographicCitation.pagestart	106
dcterms.bibliographicCitation.proceedingstitle	2009 International Conference on High Performance Computing & Simulation	en
tub.accessrights.dnb	domain
tub.affiliation	Fak. 5 Verkehrs- und Maschinensysteme::Inst. Land- und Seeverkehr (ILS)::FG Verkehrssystemplanung und Verkehrstelematik	de
tub.affiliation.faculty	Fak. 5 Verkehrs- und Maschinensysteme	de
tub.affiliation.group	FG Verkehrssystemplanung und Verkehrstelematik	de
tub.affiliation.institute	Inst. Land- und Seeverkehr (ILS)	de
tub.publisher.universityorinstitution	Technische Universität Berlin	de

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