Patents by Inventor Michael Wayne Stephenson

Michael Wayne Stephenson 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).

  • Training and using a memory failure prediction model
    Patent number: 12379983
    Abstract: The disclosure herein describes training and using an uncorrectable error (UE) state prediction model based on telemetry error data. Sets of UE state labels and non-UE state labels are generated from a first set of collected telemetry data, wherein the UE state labels each reference a UE and telemetry data of an interval prior to the referenced UE. Statistical features are extracted from telemetry data of the sets of UE state labels and non-UE state labels, and the extracted statistical features are used to train a UE state prediction model. A second set of collected telemetry data is obtained, and a UE event is predicted based on the second set of collected telemetry data using the trained UE state prediction model. A preventative operation is performed on a memory page of the system based on the predicted UE event, whereby the predicted UE event is prevented from occurring.
    Type: Grant
    Filed: November 19, 2021
    Date of Patent: August 5, 2025
    Assignee: Microsoft Technology Licensing, LLC
    Inventors: Jasmine Grace Schlichting, Bhuvan Malladihalli Shashidhara, Ramakoti R. Bhimanadhuni, Emily Nicole Wilson, Farah Farzana, Michael Wayne Stephenson, Pallavi Baral, Josh Charles Moore, Christina Margaret Tobias, John A. Strange, Peter Hanpeng Jiang, Sebastien Nathan R Levy, Brett Kenneth Dodds, Arhatha Bramhanand, Juan Arturo Herrera Ortiz, Ahu Oral, Charlotte Gauchet, Daniel Sebastian Berger