Patents by Inventor Zong Nan Jin

Zong Nan Jin 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).

  • Predicting a root cause of an alert using a recurrent neural network
    Patent number: 11928009
    Abstract: Aspects of the invention include detecting an error alert from a target computer system. In response to detecting the error alert, performance data is then retrieved from the target computer system. A gated recurrent unit (GRU) neural network is used to generate a prediction of a root cause of the error alert based on the performance data. The weights of a reset gate of the GRU neural network are adjusted based on received feedback of the prediction.
    Type: Grant
    Filed: August 6, 2021
    Date of Patent: March 12, 2024
    Assignee: INTERNATIONAL BUSINESS MACHINES CORPORATION
    Inventors: Chun Qi Ji, Qiang Li, Jing Sun, Zong Nan Jin, He Jun
  • PREDICTING A ROOT CAUSE OF AN ALERT USING A RECURRENT NEURAL NETWORK
    Publication number: 20230045303
    Abstract: Aspects of the invention include detecting an error alert from a target computer system. In response to detecting the error alert, performance data is then retrieved from the target computer system. A gated recurrent unit (GRU) neural network is used to generate a prediction of a root cause of the error alert based on the performance data. The weights of a reset gate of the GRU neural network are adjusted based on received feedback of the prediction.
    Type: Application
    Filed: August 6, 2021
    Publication date: February 9, 2023
    Inventors: Chun Qi Ji, Qiang Li, Jing Sun, Zong Nan Jin, He Jun