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This project provides a time series anomaly detection algorithm based on the dynamic threshold generation model.

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Holoinsight AI

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Holoinsight AI provides real-time anomaly detection capabilities for time series data for Holoinsight.

Overview

The service utilizes a proprietary dynamic threshold generation model for anomaly detection, which is suitable for real-time anomaly detection of massive KPI data in Internet enterprises. The algorithm can adaptively extract time series cycle information and provide appropriate anomaly detection thresholds, effectively suppressing the occurrence of alarm storms while ensuring alarm recall.

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docker build -t holoinsight-ai:{version} .

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See holoinsight/ai

Licensing

Holoinsight AI is under Apache License 2.0.

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This project provides a time series anomaly detection algorithm based on the dynamic threshold generation model.

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