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Real-Time Measurement And System Monitoring Based On Generated Dependency Graph Models Of System Components

机译:基于生成的系统组件依赖图模型的实时测量与系统监控

摘要

Machine data is collected from multiple sources of an operating environment such as an information technology system, factory floor, or the like, into a data intake and query system, in one embodiment. Metrics representative of the environment are included in or derived from the data. Users may interact with an interface to depict a representation of various metrics and interdependencies and that depiction is reflected in a computer storage model. Changes to the computer storage model based on the user interaction may also result in training of a machine learning model according to the user interaction, the machine learning model configured to determine a prediction, classification or clustering of a result of a first search query by utilizing a result of at least a second search query as input to the machine learning model.
机译:在一个实施例中,机器数据从诸如信息技术系统,工厂车间等之类的操作环境的多个源收集到数据输入和查询系统中。代表环境的指标包含在数据中或从数据派生。用户可以与界面交互以描绘各种度量和相互依赖性的表示,并且该表示反映在计算机存储模型中。基于用户交互对计算机存储模型的更改还可能导致根据用户交互对机器学习模型进行训练,该机器学习模型配置为通过利用来确定第一搜索查询结果的预测,分类或聚类至少第二个搜索查询的结果作为对机器学习模型的输入。

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