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Intelligent container orchestration techniques for batch and micro-batch processing and data transfer.

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dc.contributor.authorRovnyagin, M. M.
dc.contributor.authorShipugin, V. A.
dc.contributor.authorOvchinnikov, K. A.
dc.contributor.authorDurachenko, S. V.
dc.contributor.authorРовнягин, Михаил Михайлович
dc.date.accessioned2024-11-29T18:49:53Z
dc.date.available2024-11-29T18:49:53Z
dc.date.issued2021
dc.description.abstract© 2020 Elsevier B.V.. All rights reserved.In the modern world, a large number of systems require the use of scaling, the provision standard for which at present time is orchestration and containerization technologies. In particular, information systems often operate with a data stream with different intensity, which requires the use of dynamic orchestration. This paper will propose methods for improving orchestration technology to increase the performance of data processing systems. The monograph proposes a method for optimizing the use of resources by predicting the load on the cluster. A method for efficient allocation of containers to physical nodes is described. A dynamic orchestration method based on system performance is also presented.
dc.format.extentС. 684-689
dc.identifier.citationIntelligent container orchestration techniques for batch and micro-batch processing and data transfer. / Rovnyagin, M.M. [et al.] // Procedia Computer Science. - 2021. - 190. - P. 684-689. - 10.1016/j.procs.2021.06.079
dc.identifier.doi10.1016/j.procs.2021.06.079
dc.identifier.urihttps://www.doi.org/10.1016/j.procs.2021.06.079
dc.identifier.urihttps://www.scopus.com/record/display.uri?eid=2-s2.0-85112668019&origin=resultslist
dc.identifier.urihttps://openrepository.mephi.ru/handle/123456789/24507
dc.relation.ispartofProcedia Computer Science
dc.titleIntelligent container orchestration techniques for batch and micro-batch processing and data transfer.
dc.typeConference Paper
dspace.entity.typePublication
oaire.citation.volume190
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relation.isAuthorOfPublication.latestForDiscoverybea7e106-69a4-4bc0-b6f5-8d54ccf94616
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