Patents by Inventor Yu Fen Yuan

Yu Fen Yuan 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).

  • Event identification through machine learning
    Patent number: 11816586
    Abstract: A method for event identification including receiving event information pertaining to events occurring with respect to a computing environment, each event having a measurement metric; evaluating by a probability function the measurement metric for each event to determine when the measurement metric is above a predetermined probability threshold or below a probability threshold wherein above a probability threshold or below a probability threshold is classified as alarm data; processing the alarm data through a decision tree to determine based on historical data when the alarm data is significant or when the alarm data is not significant and to reduce the number of alarm data to a predetermined number of significant alarm data; and displaying the predetermined number of significant alarm data to a user.
    Type: Grant
    Filed: November 13, 2017
    Date of Patent: November 14, 2023
    Assignee: International Business Machines Corporation
    Inventors: Xue Feng Gao, Hui Qing Shi, James C. Thorburn, Yu Fen Yuan, Qing Feng Zhang
  • EVENT IDENTIFICATION THROUGH MACHINE LEARNING
    Publication number: 20190147354
    Abstract: A method for event identification including receiving event information pertaining to events occurring with respect to a computing environment, each event having a measurement metric; evaluating by a probability function the measurement metric for each event to determine when the measurement metric is above a predetermined probability threshold or below a probability threshold wherein above a probability threshold or below a probability threshold is classified as alarm data; processing the alarm data through a decision tree to determine based on historical data when the alarm data is significant or when the alarm data is not significant and to reduce the number of alarm data to a predetermined number of significant alarm data; and displaying the predetermined number of significant alarm data to a user.
    Type: Application
    Filed: November 13, 2017
    Publication date: May 16, 2019
    Inventors: Xue Feng Gao, Hui Qing Shi, James C. Thorburn, Yu Fen Yuan, Qing Feng Zhang