Exploration and application of autonomous network based on network events
In order to achieve the goal of autonomous networks and improve the automation of network operation, an autonomous network model was explored.The model introduced algorithms such as multidimensional data automatic clustering, adaptive sliding time window mechanism, user traffic loss assessment model...
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| Main Authors: | , , , , , |
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| Format: | Article |
| Language: | zho |
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Beijing Xintong Media Co., Ltd
2024-01-01
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| Series: | Dianxin kexue |
| Subjects: | |
| Online Access: | http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2024013/ |
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| _version_ | 1841533675109351424 |
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| author | Weihong LI Ying YANG Kun HUANG Chenglong ZHU Tantao PAN Xianzong HE |
| author_facet | Weihong LI Ying YANG Kun HUANG Chenglong ZHU Tantao PAN Xianzong HE |
| author_sort | Weihong LI |
| collection | DOAJ |
| description | In order to achieve the goal of autonomous networks and improve the automation of network operation, an autonomous network model was explored.The model introduced algorithms such as multidimensional data automatic clustering, adaptive sliding time window mechanism, user traffic loss assessment model based on spatiotemporal sequence correlation, fault propagation graph based on graph theory and spatiotemporal clustering, and builded automation capabilities through network event management, fault self-identification, self-positioning, self-scheduling, and intelligent quality inspection.The goal is achieving L4 advanced intelligent network by 2025. |
| format | Article |
| id | doaj-art-dbdd258ad55f4acabbb2907109f1c8d2 |
| institution | Kabale University |
| issn | 1000-0801 |
| language | zho |
| publishDate | 2024-01-01 |
| publisher | Beijing Xintong Media Co., Ltd |
| record_format | Article |
| series | Dianxin kexue |
| spelling | doaj-art-dbdd258ad55f4acabbb2907109f1c8d22025-01-15T02:57:35ZzhoBeijing Xintong Media Co., LtdDianxin kexue1000-08012024-01-014014415159557458Exploration and application of autonomous network based on network eventsWeihong LIYing YANGKun HUANGChenglong ZHUTantao PANXianzong HEIn order to achieve the goal of autonomous networks and improve the automation of network operation, an autonomous network model was explored.The model introduced algorithms such as multidimensional data automatic clustering, adaptive sliding time window mechanism, user traffic loss assessment model based on spatiotemporal sequence correlation, fault propagation graph based on graph theory and spatiotemporal clustering, and builded automation capabilities through network event management, fault self-identification, self-positioning, self-scheduling, and intelligent quality inspection.The goal is achieving L4 advanced intelligent network by 2025.http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2024013/network eventautonomous networkself-identificationself-positioningself-schedulingintelligent quality inspection |
| spellingShingle | Weihong LI Ying YANG Kun HUANG Chenglong ZHU Tantao PAN Xianzong HE Exploration and application of autonomous network based on network events Dianxin kexue network event autonomous network self-identification self-positioning self-scheduling intelligent quality inspection |
| title | Exploration and application of autonomous network based on network events |
| title_full | Exploration and application of autonomous network based on network events |
| title_fullStr | Exploration and application of autonomous network based on network events |
| title_full_unstemmed | Exploration and application of autonomous network based on network events |
| title_short | Exploration and application of autonomous network based on network events |
| title_sort | exploration and application of autonomous network based on network events |
| topic | network event autonomous network self-identification self-positioning self-scheduling intelligent quality inspection |
| url | http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2024013/ |
| work_keys_str_mv | AT weihongli explorationandapplicationofautonomousnetworkbasedonnetworkevents AT yingyang explorationandapplicationofautonomousnetworkbasedonnetworkevents AT kunhuang explorationandapplicationofautonomousnetworkbasedonnetworkevents AT chenglongzhu explorationandapplicationofautonomousnetworkbasedonnetworkevents AT tantaopan explorationandapplicationofautonomousnetworkbasedonnetworkevents AT xianzonghe explorationandapplicationofautonomousnetworkbasedonnetworkevents |