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Orchestration of CPU and GPU Consumers for High-Performance Streaming Processing

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dc.contributor.authorRovnyagin, M. M.
dc.contributor.authorGukov, A. D.
dc.contributor.authorTimofeev, K. V.
dc.contributor.authorHrapov, A. S.
dc.contributor.authorMitenkov, R. A.
dc.contributor.authorРовнягин, Михаил Михайлович
dc.contributor.authorХрапов, Александр Сергеевич
dc.date.accessioned2024-11-29T15:23:33Z
dc.date.available2024-11-29T15:23:33Z
dc.date.issued2021
dc.description.abstract© 2021 IEEE.In the modern world, there are many systems using streaming data processing. Often, these systems use CPU and GPU devices in their calculations. It should be noted that such systems can fail for various reasons. Therefore, to optimize throughput, system designers need to determine in advance how many CPUs and GPUs to configure the system with. In our article, we present a possible architecture of such a system and present what methods can be used to calculate the optimal number of CPUs and GPUs with optimal throughput and taking into account other factors, for example, the cost of devices and the failure rate of the environment.
dc.format.extentС. 623-626
dc.identifier.citationOrchestration of CPU and GPU Consumers for High-Performance Streaming Processing / Rovnyagin, M.M. [et al.] // Proceedings of the 2021 IEEE Conference of Russian Young Researchers in Electrical and Electronic Engineering, ElConRus 2021. - 2021. - P. 623-626. - 10.1109/ElConRus51938.2021.9396103
dc.identifier.doi10.1109/ElConRus51938.2021.9396103
dc.identifier.urihttps://www.doi.org/10.1109/ElConRus51938.2021.9396103
dc.identifier.urihttps://www.scopus.com/record/display.uri?eid=2-s2.0-85104805195&origin=resultslist
dc.identifier.urihttp://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=Alerting&SrcApp=Alerting&DestApp=WOS_CPL&DestLinkType=FullRecord&UT=WOS:000669709800138
dc.identifier.urihttps://openrepository.mephi.ru/handle/123456789/23966
dc.relation.ispartofProceedings of the 2021 IEEE Conference of Russian Young Researchers in Electrical and Electronic Engineering, ElConRus 2021
dc.titleOrchestration of CPU and GPU Consumers for High-Performance Streaming Processing
dc.typeConference Paper
dspace.entity.typePublication
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