Patents by Inventor Sam Grimee

Sam Grimee has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • Device health assessment data summarization using machine learning
    Patent number: 11121952
    Abstract: In one embodiment, a device health assessment service extracts device health status indicators from health assessment data that the service uses to determine a device health status of a networking device. The service forms, using the extracted set of device health status indicators, a health status signature for a particular device health status. The service trains a machine learning-based model to classify whether a networking device has the particular device health status, based in part on the health status signature. The service deploys the machine learning-based model to a target network for local device health assessment of one or more networking devices in the target network.
    Type: Grant
    Filed: October 17, 2018
    Date of Patent: September 14, 2021
    Assignee: Cisco Technology, Inc.
    Inventors: Mohammed Hamzeh, Sam Grimee, Cedric Van Labeke, Peter Van Eynde, Raphaël Wouters
  • DEVICE HEALTH ASSESSMENT DATA SUMMARIZATION USING MACHINE LEARNING
    Publication number: 20200127910
    Abstract: In one embodiment, a device health assessment service extracts device health status indicators from health assessment data that the service uses to determine a device health status of a networking device. The service forms, using the extracted set of device health status indicators, a health status signature for a particular device health status. The service trains a machine learning-based model to classify whether a networking device has the particular device health status, based in part on the health status signature. The service deploys the machine learning-based model to a target network for local device health assessment of one or more networking devices in the target network.
    Type: Application
    Filed: October 17, 2018
    Publication date: April 23, 2020
    Inventors: Mohammed Hamzeh, Sam Grimee, Cedric Van Labeke, Peter Van Eynde, Raphaël Wouters