基于元数据分析实现数据运营态势感知智能化的研究  

Research of Achieving Intelligent Data Operations Situational Awareness Based on Metadata Analysis

作　　者：陈新亮[1] 孙而焓 林理直 欧胜昶 王艺斌 Chen Xinliang;Sun Erhan;Lin Lizhi;Ou Shengchang;Wang Yibin(China Unicom Fujian Branch,Fuzhou 350002,China)

机构地区：[1]中国联通福建分公司,福建福州350002

出　　处：《邮电设计技术》2025年第3期65-70,共6页Designing Techniques of Posts and Telecommunications

摘　　要：数据中台全域数据集约化体现为数据规模大、关联关系复杂、服务保障要求高等运营特点,如何高效地运营管理成为一个重要挑战。提出了一种利用元数据分析构建数据生产运营态势全流程智能化感知平台的方法,以实时可视化方式在一个体系中对资源、数据、程序、流程、应用服务全纳管,具备问题预警、自动定位、态势自动恢复等能力,显著提升数据服务连续可用率及使用感知。The operational characteristics of full-domain data centralization in the data center include large data scales,complex relationship networks,and high service assurance requirements.Efficient operation and management becomes a significant challenge.A method is proposed for constructing an intelligent situational awareness platform for the full-chain data production operations using metadata analysis.This method provides real-time visualization for comprehensive management of resources,data,programs,processes,and application services within a single system.It has capabilities such as issue prediction,automatic fault localization,and automatic situational recovery,significantly improving constant availability of data service and user perception.

关 键 词：元数据 智能化 态势感知 实时可视化 

分 类 号：TN915[电子电信—通信与信息系统]