KPIRoot+ improves on KPIRoot by adding decomposition-based anomaly detection and a trend-aware symbolic representation, achieving higher root-cause localization accuracy on three industrial datasets.
arXiv preprint arXiv:230404661
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KPIRoot+: An Efficient Integrated Framework for Anomaly Detection and Root Cause Analysis in Large-Scale Cloud Systems
KPIRoot+ improves on KPIRoot by adding decomposition-based anomaly detection and a trend-aware symbolic representation, achieving higher root-cause localization accuracy on three industrial datasets.