On Sequential Data Processing Model, that Implements the Backup Storage

Resource queue is a system where customers require a device and a random resources amount during their service. This queue have proven their effectiveness in analyzing the performance of modern wireless networks, cloud computing systems and technical devices. However, the study of such systems requi...

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Bibliographic Details
Main Authors: Anastasia Galileyskaya, Ekaterina Lisovskaya, Svetlana Moiseeva, Yuliya Gaydamaka
Format: Article
Language:Russian
Published: The Fund for Promotion of Internet media, IT education, human development «League Internet Media» 2019-09-01
Series:Современные информационные технологии и IT-образование
Subjects:
Online Access:http://sitito.cs.msu.ru/index.php/SITITO/article/view/603
Description
Summary:Resource queue is a system where customers require a device and a random resources amount during their service. This queue have proven their effectiveness in analyzing the performance of modern wireless networks, cloud computing systems and technical devices. However, the study of such systems requires complex analytical calculations. In this article, we propose a combination of methods: the modification of the multidimensional dynamic screened method and the asymptotic analysis method under growing arriving intensity condition for the resource queue study. The obtained approximate results are compared with the simulation results, high approximation accuracy is demonstrated, and the recommended value of the restriction on the resource in the system and the rejection probability are found.
ISSN:2411-1473