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SERVICE REGRESSION DETECTION USING REAL-TIME ANOMALY DETECTION OF APPLICATION PERFORMANCE METRICS
SERVICE REGRESSION DETECTION USING REAL-TIME ANOMALY DETECTION OF APPLICATION PERFORMANCE METRICS
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机译:应用程序性能指标的实时异常检测的服务回归检测
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摘要
The present system uses delegates installed in remote environments to called and transmit, to a remote manager, time series metric data (or data from which metrics can be determined) in real-time. The numerical time series data is persisted, and a learned representation is generated from the data, for example by discretization. The learned representation is then clustered, the clusters are compared to new data, anomalies are determined, and deviation scores are calculated for the anomalies. The derivation scores are compared to thresholds, and results are reported through, for example, a user interface, dashboard, and/or other mechanism.
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