DATA ANOMALY DETECTION

DATA ANOMALY DETECTION

Systems and methods for data anomaly detection include recommending one or more algorithms from a set of algorithms to process received time series data, wherein the one or more algorithms are recommended based at least in part on a type of workload for processing the received time series data. Assi...

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Bibliographische Detailangaben
Hauptverfasser: BATOUKOV, Roman, WANG, Zeqiang, LOFTON, Benjamin J, WYDROWSKI, Richard, AGHAJANYAN, Suren, POTTHAST, Thomas W, ZHANG, Jian, GUDALEWICZ, Lech, KANAZAWA, Keiji, TRAN, Khoa, ARRABOLU, Sai Sankalp
Format: Patent
Sprache:eng
Schlagworte:
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
ELECTRIC DIGITAL DATA PROCESSING
HANDLING RECORD CARRIERS
PHYSICS
PRESENTATION OF DATA
RECOGNITION OF DATA
RECORD CARRIERS
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Beschreibung
Zusammenfassung:Systems and methods for data anomaly detection include recommending one or more algorithms from a set of algorithms to process received time series data, wherein the one or more algorithms are recommended based at least in part on a type of workload for processing the received time series data. Assisted parameter tuning is provided for a detected anomaly alert and calibration, and the received time series data is processed based on a user selected algorithm that is parameter tuned, thereby resulting in more efficient and reliable anomaly detection.