SYSTEM AND METHOD FOR A MULTI VIEW LEARNING APPROACH TO ANOMALY DETECTION AND ROOT CAUSE ANALYSIS

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: SUN, Yanjia, LIU, Ruilin, YANG, Kai
Format: Patent
Sprache:eng ; fre ; ger
Schlagworte:
CALCULATING
COMPUTING
COUNTING
ELECTRIC COMMUNICATION TECHNIQUE
ELECTRIC DIGITAL DATA PROCESSING
ELECTRICITY
PHYSICS
TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHICCOMMUNICATION
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Beschreibung
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.