Architecture of Cloud Telecommunication Network Monitoring Platform Based on Knowledge Graphs

The article is aimed to describe the architecture of a new cloud platform for telecommunications networks (TN) monitoring based on knowledge graphs (KG). The platform allows telecom operators receive modern analytics based on monitoring data for all segments of their networks, regardless of the devi...

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Main Authors:	Kirill Krinkin, Igor Kulikov, Alexander Vodyaho, Nataly Zhukova
Format:	article
Language:	EN
Published:	FRUCT 2021
Subjects:	monitoring system ontology monitiring platform knowledge graph Telecommunication TK5101-6720
Online Access:	https://doaj.org/article/643baa7c007c43c383d05b3cc145b9ef
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id	oai:doaj.org-article:643baa7c007c43c383d05b3cc145b9ef
record_format	dspace
spelling	oai:doaj.org-article:643baa7c007c43c383d05b3cc145b9ef2021-11-20T15:59:33ZArchitecture of Cloud Telecommunication Network Monitoring Platform Based on Knowledge Graphs2305-72542343-073710.23919/FRUCT53335.2021.9599995https://doaj.org/article/643baa7c007c43c383d05b3cc145b9ef2021-10-01T00:00:00Zhttps://www.fruct.org/publications/fruct30/files/Kri.pdfhttps://doaj.org/toc/2305-7254https://doaj.org/toc/2343-0737The article is aimed to describe the architecture of a new cloud platform for telecommunications networks (TN) monitoring based on knowledge graphs (KG). The platform allows telecom operators receive modern analytics based on monitoring data for all segments of their networks, regardless of the devices generation and monitoring systems used, while requiring low expenses. The proposed architecture makes it possible to connect telecom operators TNs to the monitoring platform with low cost due to the flexible mechanism for platform ontology managing. In the case study section an example of combining operators network segments which use various monitoring systems with different domain ontologies is discussed. Also building a single report based on monitoring data in different segments is demonstrated. The directions for further functional development of the proposed platform are identified.Kirill KrinkinIgor KulikovAlexander VodyahoNataly ZhukovaFRUCTarticlemonitoring systemontologymonitiring platformknowledge graphTelecommunicationTK5101-6720ENProceedings of the XXth Conference of Open Innovations Association FRUCT, Vol 30, Iss 1, Pp 107-114 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	monitoring system ontology monitiring platform knowledge graph Telecommunication TK5101-6720
spellingShingle	monitoring system ontology monitiring platform knowledge graph Telecommunication TK5101-6720 Kirill Krinkin Igor Kulikov Alexander Vodyaho Nataly Zhukova Architecture of Cloud Telecommunication Network Monitoring Platform Based on Knowledge Graphs
description	The article is aimed to describe the architecture of a new cloud platform for telecommunications networks (TN) monitoring based on knowledge graphs (KG). The platform allows telecom operators receive modern analytics based on monitoring data for all segments of their networks, regardless of the devices generation and monitoring systems used, while requiring low expenses. The proposed architecture makes it possible to connect telecom operators TNs to the monitoring platform with low cost due to the flexible mechanism for platform ontology managing. In the case study section an example of combining operators network segments which use various monitoring systems with different domain ontologies is discussed. Also building a single report based on monitoring data in different segments is demonstrated. The directions for further functional development of the proposed platform are identified.
format	article
author	Kirill Krinkin Igor Kulikov Alexander Vodyaho Nataly Zhukova
author_facet	Kirill Krinkin Igor Kulikov Alexander Vodyaho Nataly Zhukova
author_sort	Kirill Krinkin
title	Architecture of Cloud Telecommunication Network Monitoring Platform Based on Knowledge Graphs
title_short	Architecture of Cloud Telecommunication Network Monitoring Platform Based on Knowledge Graphs
title_full	Architecture of Cloud Telecommunication Network Monitoring Platform Based on Knowledge Graphs
title_fullStr	Architecture of Cloud Telecommunication Network Monitoring Platform Based on Knowledge Graphs
title_full_unstemmed	Architecture of Cloud Telecommunication Network Monitoring Platform Based on Knowledge Graphs
title_sort	architecture of cloud telecommunication network monitoring platform based on knowledge graphs
publisher	FRUCT
publishDate	2021
url	https://doaj.org/article/643baa7c007c43c383d05b3cc145b9ef
work_keys_str_mv	AT kirillkrinkin architectureofcloudtelecommunicationnetworkmonitoringplatformbasedonknowledgegraphs AT igorkulikov architectureofcloudtelecommunicationnetworkmonitoringplatformbasedonknowledgegraphs AT alexandervodyaho architectureofcloudtelecommunicationnetworkmonitoringplatformbasedonknowledgegraphs AT natalyzhukova architectureofcloudtelecommunicationnetworkmonitoringplatformbasedonknowledgegraphs
_version_	1718419428540940288

Architecture of Cloud Telecommunication Network Monitoring Platform Based on Knowledge Graphs

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