System and Method for a Multi View Learning Approach to Anomaly Detection and Root Cause Analysis

A system and method for detecting anomalies in a communication network includes detecting first outliers in a first set of quality indicators for a cellular group, detecting second outliers in a second set of performance indicators for the cellular group, correlating the first outliers and the secon...

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Bibliographische Detailangaben
Hauptverfasser: Yang Kai, Sun Yanjia, Liu Ruilin
Format: Patent
Sprache:eng
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Zusammenfassung:A system and method for detecting anomalies in a communication network includes detecting first outliers in a first set of quality indicators for a cellular group, detecting second outliers in a second set of performance indicators for the cellular group, correlating the first outliers and the second outliers to produce an anomaly candidate, determining a confidence threshold for the anomaly candidate, and indicating a network anomaly in response to the confidence threshold exceeding a predetermined threshold.