Data Storage with Increased Survivability and Reliability Based on the Residue Number System

The paper considers the principles of building reliable data storage and processing systems in cloud-fog environment. The factors affecting the reliability and survivability of systems are an-alyzed and the main types of failures are given. The principles of introducing information re-dundancy to im...

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Главные авторы:	Kucherov, N. N., Кучеров, Н. Н., Babenko, M. G., Бабенко, М. Г., Shiriaev, E. M., Ширяев, Е. М.
Формат:	Статья
Язык:	English
Опубликовано:	International Institute for General Systems Studies 2024
Темы:	Error correction Residue number system (RNS) Fault tolerance Fog-cloud computing Reliability
Online-ссылка:	https://dspace.ncfu.ru/handle/123456789/28762
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id	ir-123456789-28762
record_format	dspace
spelling	ir-123456789-287622024-11-13T13:25:55Z Data Storage with Increased Survivability and Reliability Based on the Residue Number System Kucherov, N. N. Кучеров, Н. Н. Babenko, M. G. Бабенко, М. Г. Shiriaev, E. M. Ширяев, Е. М. Error correction Residue number system (RNS) Fault tolerance Fog-cloud computing Reliability The paper considers the principles of building reliable data storage and processing systems in cloud-fog environment. The factors affecting the reliability and survivability of systems are an-alyzed and the main types of failures are given. The principles of introducing information re-dundancy to improve reliability, as well as corrective capabilities and error detection algorithms of RNS codes are considered. A scheme of data processing and storage in fog with increased re-liability is proposed. Monte Carlo modeling is carried out, and the results and conclusions are given, the probability distribution of failure occurrence is constructed, showing that failure probabilities obey the gamma probability distribution. 2024-08-16T09:06:23Z 2024-08-16T09:06:23Z 2024 Статья Kucherov, N., Babenko, M., Shiriaev, E., Hung, N.V. Data Storage with Increased Survivability and Reliability Based on the Residue Number System // Advances in Systems Science and Applications. - 2024. - 24 (2). - pp. 166-186. - DOI: 10.25728/assa.2024.2024.02.1481 https://dspace.ncfu.ru/handle/123456789/28762 en Advances in Systems Science and Applications application/pdf International Institute for General Systems Studies
institution	СКФУ
collection	Репозиторий
language	English
topic	Error correction Residue number system (RNS) Fault tolerance Fog-cloud computing Reliability
spellingShingle	Error correction Residue number system (RNS) Fault tolerance Fog-cloud computing Reliability Kucherov, N. N. Кучеров, Н. Н. Babenko, M. G. Бабенко, М. Г. Shiriaev, E. M. Ширяев, Е. М. Data Storage with Increased Survivability and Reliability Based on the Residue Number System
description	The paper considers the principles of building reliable data storage and processing systems in cloud-fog environment. The factors affecting the reliability and survivability of systems are an-alyzed and the main types of failures are given. The principles of introducing information re-dundancy to improve reliability, as well as corrective capabilities and error detection algorithms of RNS codes are considered. A scheme of data processing and storage in fog with increased re-liability is proposed. Monte Carlo modeling is carried out, and the results and conclusions are given, the probability distribution of failure occurrence is constructed, showing that failure probabilities obey the gamma probability distribution.
format	Статья
author	Kucherov, N. N. Кучеров, Н. Н. Babenko, M. G. Бабенко, М. Г. Shiriaev, E. M. Ширяев, Е. М.
author_facet	Kucherov, N. N. Кучеров, Н. Н. Babenko, M. G. Бабенко, М. Г. Shiriaev, E. M. Ширяев, Е. М.
author_sort	Kucherov, N. N.
title	Data Storage with Increased Survivability and Reliability Based on the Residue Number System
title_short	Data Storage with Increased Survivability and Reliability Based on the Residue Number System
title_full	Data Storage with Increased Survivability and Reliability Based on the Residue Number System
title_fullStr	Data Storage with Increased Survivability and Reliability Based on the Residue Number System
title_full_unstemmed	Data Storage with Increased Survivability and Reliability Based on the Residue Number System
title_sort	data storage with increased survivability and reliability based on the residue number system
publisher	International Institute for General Systems Studies
publishDate	2024
url	https://dspace.ncfu.ru/handle/123456789/28762
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Data Storage with Increased Survivability and Reliability Based on the Residue Number System

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