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  • Learning robust and accurate rules for device classification from clusters of devices
    Patent number: 11196629
    Abstract: In various embodiments, a device classification service obtains traffic telemetry data for a plurality of devices in a network. The service applies clustering to the traffic telemetry data, to form device clusters. The service generates a device classification rule based on a particular one of the device clusters. The service receives feedback from a user interface regarding the device classification rule. The service adjusts the device classification rule based on the received feedback.
    Type: Grant
    Filed: January 6, 2021
    Date of Patent: December 7, 2021
    Assignee: Cisco Technology, Inc.
    Inventors: David Tedaldi, Grégory Mermoud, Pierre-Andre Savalle, Jean-Philippe Vasseur
  • Learning robust and accurate rules for device classification from clusters of devices
    Patent number: 10917302
    Abstract: In various embodiments, a device classification service obtains traffic telemetry data for a plurality of devices in a network. The service applies clustering to the traffic telemetry data, to form device clusters. The service generates a device classification rule based on a particular one of the device clusters. The service receives feedback from a user interface regarding the device classification rule. The service adjusts the device classification rule based on the received feedback.
    Type: Grant
    Filed: July 2, 2019
    Date of Patent: February 9, 2021
    Assignee: Cisco Technology, Inc.
    Inventors: David Tedaldi, Grégory Mermoud, Pierre-Andre Savalle, Jean-Philippe Vasseur
  • Learning robust and accurate rules for device classification from clusters of devices
    Patent number: 11483207
    Abstract: In various embodiments, a device classification service obtains traffic telemetry data for a plurality of devices in a network. The service applies clustering to the traffic telemetry data, to form device clusters. The service generates a device classification rule based on a particular one of the device clusters. The service receives feedback from a user interface regarding the device classification rule. The service adjusts the device classification rule based on the received feedback.
    Type: Grant
    Filed: October 29, 2021
    Date of Patent: October 25, 2022
    Assignee: Cisco Technology, Inc.
    Inventors: David Tedaldi, Grégory Mermoud, Pierre-André Savalle, Jean-Philippe Vasseur