一种运维数据分析系统及方法

By introducing event time and data entry time dimensions into the multi-source operation and maintenance system, calculating the delay feature distribution and generating a global water level, and constructing transient and final state trajectories, the impact of delay data on operation and maintenance trajectories is resolved, the stability and consistency of operation and maintenance data analysis are achieved, and accurate comprehensive operation and maintenance reports are generated.

CN121979717BActive Publication Date: 2026-07-17SHANGHAI SUQING SOFTWARE CO LTD

Patent Information

Authority / Receiving Office
CN · China
Patent Type
Patents(China)
Current Assignee / Owner
SHANGHAI SUQING SOFTWARE CO LTD
Filing Date
2026-04-03
Publication Date
2026-07-17

AI Technical Summary

Technical Problem

In existing technologies for multi-source operation and maintenance systems, delayed data entering the analysis system affects existing operation and maintenance trajectories, leading to inconsistencies between real-time and offline analysis results. The lack of boundary mechanisms to limit the scope of the impact of delayed data makes it difficult to balance real-time performance and eventual consistency, thus affecting the stability and interpretability of the operation and maintenance data analysis system.

Method used

By introducing two time dimensions, event time and entry time, the delay characteristic distribution of each source system is calculated and a global water level is generated. Transient and final state operation and maintenance trajectories are constructed. Delay events are handled by combining version evolution and patch trajectories. An operation and maintenance analysis model is constructed to generate a comprehensive operation and maintenance data report.

Benefits of technology

It significantly improves the stability and interpretability of multi-source operation and maintenance data fusion analysis, ensures the final consistency and auditability of operation and maintenance trajectories, takes into account real-time processing needs, and generates accurate comprehensive operation and maintenance data reports.

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Abstract

本发明涉及运维管理技术领域,具体涉及一种运维数据分析系统及方法。该方法采集多个源系统的运维事件数据并进行标准化处理,引入事件时间与入库时间双时间维度,基于延迟特征分布计算各源系统水位线并生成全局水位线;在水位线约束下,将多源运维事件归并构建为可演进的暂态轨迹和稳定冻结的终态轨迹,并通过终结窗口机制实现轨迹平滑冻结;针对延迟事件,采用版本演进与补丁轨迹相结合的方式进行可控处理;在此基础上,构建涵盖响应速度、解决质量和合规性的运维分析模型,生成实时与离线相结合的综合运维数据报告。本发明能够在多源异步和延迟数据场景下,提升运维轨迹构建与分析结果的稳定性、一致性和可解释性,具有较高的工程应用价值。
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