Patents by Inventor CHARLES ETHAN HAYES

CHARLES ETHAN HAYES 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).

  • Machine learning to monitor operations of a device
    Patent number: 11625633
    Abstract: A multi-tier machine learning engine receives signal data characterizing a monitored signal of the computing platform. The machine learning engine can include a plurality of tiers that employ frequency domain analysis on the signal data to identify an application executing on the computing platform and a module and/or loop of the identified application and employ time domain analysis on the signal data to identify timing of events within the identified module and/or loop of the identified application.
    Type: Grant
    Filed: May 26, 2020
    Date of Patent: April 11, 2023
    Assignee: NORTHROP GRUMMAN SYSTEMS CORPORATION
    Inventors: Charles Ethan Hayes, Ann M. Pitruzzello, Matthew Lee Welborn, Macey C. Ruble, Peter D. Anderson
  • MACHINE LEARNING TO MONITOR OPERATIONS OF A DEVICE
    Publication number: 20210374580
    Abstract: A multi-tier machine learning engine receives signal data characterizing a monitored signal of the computing platform. The machine learning engine can include a plurality of tiers that employ frequency domain analysis on the signal data to identify an application executing on the computing platform and a module and/or loop of the identified application and employ time domain analysis on the signal data to identify timing of events within the identified module and/or loop of the identified application.
    Type: Application
    Filed: May 26, 2020
    Publication date: December 2, 2021
    Applicant: NORTHROP GRUMMAN SYSTEMS CORPORATION
    Inventors: CHARLES ETHAN HAYES, ANN M. PITRUZZELLO, MATTHEW LEE WELBORN, MACEY C. RUBLE, PETER D. ANDERSON