Using Semantic Dependencies to Realize the Construction of Cloud Data Center Operation and Maintenance Knowledge Graph

Fenggang Lai, Z. Zhao, Dequan Gao, Wang Luo, Chao Lou, Shengya Han, Chao Ma
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Abstract

In view of the knowledge graph co-construction and sharing requirements for intelligent operation and maintenance of cloud data center complex network systems, this paper constructs an operation and maintenance knowledge graph framework model, proposes a practical method for fault knowledge entity identification and relationship extraction, and develops cloud data center intelligent operation and maintenance knowledge graph. Multi-source knowledge quality verification and automatic update tools, and based on the intelligent operation and maintenance knowledge map, build business scenario applications, and test the effectiveness of the tools.
利用语义依赖关系实现云数据中心运维知识图谱的构建
针对云数据中心复杂网络系统智能运维知识图谱的共建共享需求,构建了运维知识图谱框架模型,提出了一种实用的故障知识实体识别和关系提取方法,开发了云数据中心智能运维知识图谱。多源知识质量验证和自动更新工具,并基于智能运维知识图谱,构建业务场景应用,并测试工具的有效性。
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