Analytical Review of Orchestration Methods for Distributed Computing Systems Under Conditions of Dynamic Scaling

In this paper, a study of orchestration methods is carried out in order to find the most optimal method for managing distributed computing systems. To solve this problem, a study was made of methods for analyzing distributed computing systems, as well as methods of orchestration. In the course of th...

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Главные авторы:	Shiriaev, E. M., Ширяев, Е. М., Bezuglova, E. S., Безуглова, Е. С., Valuev, G. V., Валуев, Г. В., Gladkova, N. A., Гладкова, Н. А.
Формат:	Статья
Язык:	English
Опубликовано:	Springer Science and Business Media Deutschland GmbH 2024
Темы:	Cybernets Orchestration Distributed computing systems Machine learning TOSCA
Online-ссылка:	https://dspace.ncfu.ru/handle/123456789/29191
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spelling	ir-123456789-291912024-11-01T08:05:48Z Analytical Review of Orchestration Methods for Distributed Computing Systems Under Conditions of Dynamic Scaling Shiriaev, E. M. Ширяев, Е. М. Bezuglova, E. S. Безуглова, Е. С. Valuev, G. V. Валуев, Г. В. Gladkova, N. A. Гладкова, Н. А. Cybernets Orchestration Distributed computing systems Machine learning TOSCA In this paper, a study of orchestration methods is carried out in order to find the most optimal method for managing distributed computing systems. To solve this problem, a study was made of methods for analyzing distributed computing systems, as well as methods of orchestration. In the course of the study, it was found that for building distributed computing systems with dynamic scaling, it is most optimal to use hybrid orchestration based on mathematical modeling of the system. As a solution, the use of hybrid orchestration based on OASIS TOSCA templates and Kubernets containers is proposed. 2024-11-01T08:04:58Z 2024-11-01T08:04:58Z 2024 Статья Shiriaev E., Bezuglova E., Valuev G., Gladkova N. Analytical Review of Orchestration Methods for Distributed Computing Systems Under Conditions of Dynamic Scaling // Lecture Notes in Networks and Systems. - 2024. - 1044 LNNS. - pp. 148 - 156. - DOI: 10.1007/978-3-031-64010-0_14 https://dspace.ncfu.ru/handle/123456789/29191 en Lecture Notes in Networks and Systems application/pdf Springer Science and Business Media Deutschland GmbH
institution	СКФУ
collection	Репозиторий
language	English
topic	Cybernets Orchestration Distributed computing systems Machine learning TOSCA
spellingShingle	Cybernets Orchestration Distributed computing systems Machine learning TOSCA Shiriaev, E. M. Ширяев, Е. М. Bezuglova, E. S. Безуглова, Е. С. Valuev, G. V. Валуев, Г. В. Gladkova, N. A. Гладкова, Н. А. Analytical Review of Orchestration Methods for Distributed Computing Systems Under Conditions of Dynamic Scaling
description	In this paper, a study of orchestration methods is carried out in order to find the most optimal method for managing distributed computing systems. To solve this problem, a study was made of methods for analyzing distributed computing systems, as well as methods of orchestration. In the course of the study, it was found that for building distributed computing systems with dynamic scaling, it is most optimal to use hybrid orchestration based on mathematical modeling of the system. As a solution, the use of hybrid orchestration based on OASIS TOSCA templates and Kubernets containers is proposed.
format	Статья
author	Shiriaev, E. M. Ширяев, Е. М. Bezuglova, E. S. Безуглова, Е. С. Valuev, G. V. Валуев, Г. В. Gladkova, N. A. Гладкова, Н. А.
author_facet	Shiriaev, E. M. Ширяев, Е. М. Bezuglova, E. S. Безуглова, Е. С. Valuev, G. V. Валуев, Г. В. Gladkova, N. A. Гладкова, Н. А.
author_sort	Shiriaev, E. M.
title	Analytical Review of Orchestration Methods for Distributed Computing Systems Under Conditions of Dynamic Scaling
title_short	Analytical Review of Orchestration Methods for Distributed Computing Systems Under Conditions of Dynamic Scaling
title_full	Analytical Review of Orchestration Methods for Distributed Computing Systems Under Conditions of Dynamic Scaling
title_fullStr	Analytical Review of Orchestration Methods for Distributed Computing Systems Under Conditions of Dynamic Scaling
title_full_unstemmed	Analytical Review of Orchestration Methods for Distributed Computing Systems Under Conditions of Dynamic Scaling
title_sort	analytical review of orchestration methods for distributed computing systems under conditions of dynamic scaling
publisher	Springer Science and Business Media Deutschland GmbH
publishDate	2024
url	https://dspace.ncfu.ru/handle/123456789/29191
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Analytical Review of Orchestration Methods for Distributed Computing Systems Under Conditions of Dynamic Scaling

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