Root-cause analysis for time-series anomalies via spatiotemporal graphical modeling in distributed complex systems
Chao Liu, Kin Gwn Lore, Zhanhong Jiang, Soumik Sarkar
Topics & Concepts
Computer scienceRoot causeRoot cause analysisAnomaly detectionNode (physics)Data miningScalabilityInferenceArtificial intelligenceMetric (unit)Time seriesComplex systemParametric statisticsAlgorithmPattern recognition (psychology)Machine learningEngineeringMathematicsStatisticsOperations managementReliability engineeringForensic engineeringStructural engineeringDatabaseAnomaly Detection Techniques and ApplicationsTime Series Analysis and ForecastingFault Detection and Control Systems