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Model of Error Correction Device in RNS-FRNN

The spread of cloud technologies has made it possible to increase the efficiency and flexibility of computer networks, as well as information storage. However, the decentralized structure and the large geographical distance of data processing centers imposes an additional burden on the infrastructur...

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Главные авторы: Shiriaev, E. M., Ширяев, Е. М., Kuchukov, V. A., Кучуков, В. А.
Formato: Статья
Idioma:English
Publicado em: 2023
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Acesso em linha:https://dspace.ncfu.ru/handle/20.500.12258/25253
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spelling ir-20.500.12258-252532023-09-08T09:55:24Z Model of Error Correction Device in RNS-FRNN Shiriaev, E. M. Ширяев, Е. М. Kuchukov, V. A. Кучуков, В. А. Base expansion Syndrome method Cloud technologies Finite ring neural network Residue number system (RNS) The spread of cloud technologies has made it possible to increase the efficiency and flexibility of computer networks, as well as information storage. However, the decentralized structure and the large geographical distance of data processing centers imposes an additional burden on the infrastructure of such technologies. Both in big data streams and in the processing of information on nodes, an error often occurs, which reduces the reliability of the structure. In this work, we have developed a model of an error correction device in the residue number system using finite ring neural networks. The result of this work is to increase the efficiency of error handling, which in turn increases the reliability of the system. 2023-09-08T09:54:07Z 2023-09-08T09:54:07Z 2023 Статья Shiriaev, E., Kuchukov, V. Model of Error Correction Device in RNS-FRNN // Lecture Notes in Networks and Systems. - 2023. - 702 LNNS, pp. 312-320. - DOI: 10.1007/978-3-031-34127-4_30 http://hdl.handle.net/20.500.12258/25253 en Lecture Notes in Networks and Systems application/pdf
institution СКФУ
collection Репозиторий
language English
topic Base expansion
Syndrome method
Cloud technologies
Finite ring neural network
Residue number system (RNS)
spellingShingle Base expansion
Syndrome method
Cloud technologies
Finite ring neural network
Residue number system (RNS)
Shiriaev, E. M.
Ширяев, Е. М.
Kuchukov, V. A.
Кучуков, В. А.
Model of Error Correction Device in RNS-FRNN
description The spread of cloud technologies has made it possible to increase the efficiency and flexibility of computer networks, as well as information storage. However, the decentralized structure and the large geographical distance of data processing centers imposes an additional burden on the infrastructure of such technologies. Both in big data streams and in the processing of information on nodes, an error often occurs, which reduces the reliability of the structure. In this work, we have developed a model of an error correction device in the residue number system using finite ring neural networks. The result of this work is to increase the efficiency of error handling, which in turn increases the reliability of the system.
format Статья
author Shiriaev, E. M.
Ширяев, Е. М.
Kuchukov, V. A.
Кучуков, В. А.
author_facet Shiriaev, E. M.
Ширяев, Е. М.
Kuchukov, V. A.
Кучуков, В. А.
author_sort Shiriaev, E. M.
title Model of Error Correction Device in RNS-FRNN
title_short Model of Error Correction Device in RNS-FRNN
title_full Model of Error Correction Device in RNS-FRNN
title_fullStr Model of Error Correction Device in RNS-FRNN
title_full_unstemmed Model of Error Correction Device in RNS-FRNN
title_sort model of error correction device in rns-frnn
publishDate 2023
url https://dspace.ncfu.ru/handle/20.500.12258/25253
work_keys_str_mv AT shiriaevem modeloferrorcorrectiondeviceinrnsfrnn
AT širâevem modeloferrorcorrectiondeviceinrnsfrnn
AT kuchukovva modeloferrorcorrectiondeviceinrnsfrnn
AT kučukovva modeloferrorcorrectiondeviceinrnsfrnn
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