Methods and apparatus to optimize workflows

    公开(公告)号:US11656903B2

    公开(公告)日:2023-05-23

    申请号:US16451974

    申请日:2019-06-25

    CPC classification number: G06F9/4881 G06N20/00

    Abstract: Methods, apparatus, systems and articles of manufacture are disclosed that optimize workflows. An example apparatus includes an intent determiner to determine an objective of a user input, the objective indicating a task to be executed in an infrastructure, a configuration composer to compose a plurality of workflows based on the determined objective, a model executor to execute a machine learning model to create a confidence score relating to the plurality of workflows, and a workflow selector to select at least one of the plurality of workflows for execution in the infrastructure, the selection of the at least one of the plurality of workflows based on the confidence score.

    Telemetry adaptation
    22.
    发明授权

    公开(公告)号:US10666505B2

    公开(公告)日:2020-05-26

    申请号:US15797949

    申请日:2017-10-30

    Abstract: Methods, systems, and storage media for telemetry adaptation are disclosed herein. In an embodiment, a networking device may include a data collector agent module to receive measurement data from measurement sources according to an initial telemetry policy and to provide the measurement data to the one or more servers of the monitoring system. The networking device may include an anomaly detection module to receive measurement data from the data collector agent module, to detect an anomaly in the measurement data, and to provide an indication of the anomaly to the data collector agent module for the data collector agent module to provide a first modified telemetry policy for the measurement sources.

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