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知识图谱在光传送网络智能运维中的应用研究

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为了解决光传送网络传统运维模式成本高、效率低、智能程度弱等问题,分析了知识图谱技术在电信行业的研究现状以及面临的挑战.首先,提出了基于知识图谱的光传送网络智能运维系统架构,重点研究了网络状态感知、知识图谱构建、搜索能力开放等关键技术以及典型应用场景;然后,以智能割接在中国电信某市分公司的应用为案例,对其应用成效进行了分析,测试表明智能割接上线后,整体割接效率提升了约3倍;最后,对基于知识图谱的光传送网络智能运维发展趋势进行了展望.
Research on the application of knowledge graph in intelligent operation and maintenance for optical transport network
In order to solve the problems of high cost,low efficiency,and weak intelligence in the traditional op-eration and maintenance mode of optical transport networks,the research status and challenges of knowledge graph technology in the telecom industry were analyzed.Firstly,an intelligent operation and maintenance system architecture for optical transport networks based on knowledge graphs were proposed.Key technologies such as network state perception,knowledge graph construction,and open search capabilities were emphatically studied.Secondly,the application of intelligent cutover in a city branch of China Telecom was taken as an example,the application effect was analyzed,and the test showed that the cutover efficiency was improved by about 3 times.Finally,the development trend of intelligent operation and maintenance of optical transmission networks based on knowledge graphs was discussed.

knowledge graphoptical transport networkintelligent operation and maintenance

杨刚刚、邵珠贵、尚逢亮、许健荣、刘翠

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中国电信股份有限公司研究院,北京 102209

中国电信股份有限公司,北京 100033

知识图谱 光传送网络 智能运维

2024

电信科学
中国通信学会 人民邮电出版社

电信科学

CSTPCD北大核心
影响因子:0.902
ISSN:1000-0801
年,卷(期):2024.40(3)
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