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...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
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FRUCT
2021-10-01
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| Series: | Proceedings of the XXth Conference of Open Innovations Association FRUCT |
| Subjects: | |
| Online Access: | https://www.fruct.org/publications/fruct30/files/Kri.pdf |
| _version_ | 1818996427820367872 |
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| author | Kirill Krinkin Igor Kulikov Alexander Vodyaho Nataly Zhukova |
| author_facet | Kirill Krinkin Igor Kulikov Alexander Vodyaho Nataly Zhukova |
| author_sort | Kirill Krinkin |
| collection | DOAJ |
| 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. |
| first_indexed | 2024-12-20T21:29:34Z |
| format | Article |
| id | doaj.art-643baa7c007c43c383d05b3cc145b9ef |
| institution | Directory Open Access Journal |
| issn | 2305-7254 2343-0737 |
| language | English |
| last_indexed | 2024-12-20T21:29:34Z |
| publishDate | 2021-10-01 |
| publisher | FRUCT |
| record_format | Article |
| series | Proceedings of the XXth Conference of Open Innovations Association FRUCT |
| spelling | doaj.art-643baa7c007c43c383d05b3cc145b9ef2022-12-21T19:26:04ZengFRUCTProceedings of the XXth Conference of Open Innovations Association FRUCT2305-72542343-07372021-10-0130110711410.23919/FRUCT53335.2021.9599995Architecture of Cloud Telecommunication Network Monitoring Platform Based on Knowledge GraphsKirill Krinkin0Igor Kulikov1Alexander Vodyaho2Nataly Zhukova3Saint-Petersburg Electrotechnical University LETI, RussiaSaint-Petersburg Electrotechnical University LETI, RussiaSaint-Petersburg Electrotechnical University LETI, RussiaSt. Petersburg Federal Research Centre of the Russian Academy of Sciences (SPCRAS), RussiaThe 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.https://www.fruct.org/publications/fruct30/files/Kri.pdfmonitoring systemontologymonitiring platformknowledge graph |
| spellingShingle | Kirill Krinkin Igor Kulikov Alexander Vodyaho Nataly Zhukova Architecture of Cloud Telecommunication Network Monitoring Platform Based on Knowledge Graphs Proceedings of the XXth Conference of Open Innovations Association FRUCT monitoring system ontology monitiring platform knowledge graph |
| title | 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_short | Architecture of Cloud Telecommunication Network Monitoring Platform Based on Knowledge Graphs |
| title_sort | architecture of cloud telecommunication network monitoring platform based on knowledge graphs |
| topic | monitoring system ontology monitiring platform knowledge graph |
| url | https://www.fruct.org/publications/fruct30/files/Kri.pdf |
| work_keys_str_mv | AT kirillkrinkin architectureofcloudtelecommunicationnetworkmonitoringplatformbasedonknowledgegraphs AT igorkulikov architectureofcloudtelecommunicationnetworkmonitoringplatformbasedonknowledgegraphs AT alexandervodyaho architectureofcloudtelecommunicationnetworkmonitoringplatformbasedonknowledgegraphs AT natalyzhukova architectureofcloudtelecommunicationnetworkmonitoringplatformbasedonknowledgegraphs |