Multi-dimensional KPI data anomaly detection model training method and device, and multi-dimensional KPI data anomaly detection model identification method and device
The embodiment of the invention provides a multi-dimensional KPI (Key Performance Indicator) data anomaly detection model training method and device and a multi-dimensional KPI data anomaly detection model recognition method and device. The method comprises the following steps: determining a correla...
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Main Authors | , , , , , , , , |
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Format | Patent |
Language | Chinese English |
Published |
26.04.2024
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Subjects | |
Online Access | Get full text |
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Summary: | The embodiment of the invention provides a multi-dimensional KPI (Key Performance Indicator) data anomaly detection model training method and device and a multi-dimensional KPI data anomaly detection model recognition method and device. The method comprises the following steps: determining a correlation value between every two of a plurality of KPIs according to collected initial data of the plurality of KPIs so as to cluster the plurality of KPIs to obtain at least one KPI cluster and a central KPI thereof; the initial data of each KPI is preprocessed, and target data corresponding to each KPI is obtained; training a pre-constructed initial anomaly detection model by adopting the target data of each central KPI to obtain a target anomaly detection model corresponding to the central KPI; and according to correlation values between the central KPI and other KPIs in the same KPI cluster, migrating all or part of parameters of a central KPI anomaly detection model to obtain a target anomaly detection model corre |
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Bibliography: | Application Number: CN202311706854 |