Communication network data fault detection and mitigation

    公开(公告)号:US11860744B2

    公开(公告)日:2024-01-02

    申请号:US17199141

    申请日:2021-03-11

    CPC classification number: G06F11/1469 G06F18/23211 G06N20/00 G06F2201/82

    Abstract: A processing system may apply a binary classifier to detect whether a first data pattern of a first data source associated with a communication network performance indicator is consistent with prior data patterns of the first data source that are labeled as correct data patterns, determine, via the binary classifier, that the first data pattern is not consistent, apply a clustering model to a first input data set comprising the first data pattern and invalid data patterns of the first data source to obtain a first plurality of clusters, verify that the first data pattern is an invalid data pattern when the first plurality of clusters is the same as a second plurality of clusters generated by applying the clustering model to a second input data set comprising the invalid data patterns, and replace the first data source with a replacement data source as an active data source in response.

    DYNAMIC WIRELESS NETWORK THROUGHPUT ADJUSTMENT

    公开(公告)号:US20230038198A1

    公开(公告)日:2023-02-09

    申请号:US17392932

    申请日:2021-08-03

    Abstract: Dynamic wireless network throughput adjustment is provided herein. A method can include determining, by a system comprising a processor, a sector of a communication network for which an amount of congestion present in the sector is greater than a congestion threshold; selecting, by the system from among respective network equipment operating in the sector, target network equipment for throughput adjustment based on equipment performance metrics respectively associated with the respective network equipment; and facilitating, by the system, adjusting a throughput of the target network equipment by an adjustment amount determined based on target equipment performance metrics, of the equipment performance metrics, associated with the target network equipment.

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