Anomaly detection for a networking device based on monitoring related sets of counters

    公开(公告)号:US11277424B2

    公开(公告)日:2022-03-15

    申请号:US16296373

    申请日:2019-03-08

    Abstract: In one embodiment, a monitoring process identifies a set of counters maintained by a networking device by comparing a configuration of the networking device to an object relationship model. The monitoring process obtains counter values from the identified set of counters maintained by the networking device. The monitoring process detects an anomaly by using the obtained counter values as input to a machine learning-based anomaly detector. The monitoring process generates an anomaly detection alert for the detected anomaly.

    ANOMALY DETECTION FOR A NETWORKING DEVICE BASED ON MONITORING RELATED SETS OF COUNTERS

    公开(公告)号:US20200287922A1

    公开(公告)日:2020-09-10

    申请号:US16296373

    申请日:2019-03-08

    Abstract: In one embodiment, a monitoring process identifies a set of counters maintained by a networking device by comparing a configuration of the networking device to an object relationship model. The monitoring process obtains counter values from the identified set of counters maintained by the networking device. The monitoring process detects an anomaly by using the obtained counter values as input to a machine learning-based anomaly detector. The monitoring process generates an anomaly detection alert for the detected anomaly.

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