Patents by Inventor Haiyong FU

Haiyong FU 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).

  • Patent number: 11228503
    Abstract: Systems, methods, apparatuses, and computer program products for the generation and adaptation of network baselines are provided. One method may include generating predicted values for one or more network metrics over a future time period, generating a baseline for the network metric(s) using the predicted values and/or historic data, evaluating the network metric(s) to detect changes in network conditions using at least one time series analysis technique, and adapting the baseline to the detected changes in network conditions using historic data, machine learning and/or a time series analysis technique.
    Type: Grant
    Filed: December 8, 2017
    Date of Patent: January 18, 2022
    Assignee: Nokia Solutions and Networks Oy
    Inventors: Rashid Mijumbi, Abhaya Asthana, Markku Koivunen, Haiyong Fu, Qinjun Zhu
  • Publication number: 20210168042
    Abstract: Systems, methods, apparatuses, and computer program products for the generation and adaptation of network baselines are provided. One method may include generating predicted values for one or more network metrics over a future time period, generating a baseline for the network metric(s) using the predicted values and/or historic data, evaluating the network metric(s) to detect changes in network conditions using at least one time series analysis technique, and adapting the baseline to the detected changes in network conditions using historic data, machine learning and/or a time series analysis technique.
    Type: Application
    Filed: December 8, 2017
    Publication date: June 3, 2021
    Inventors: Rashid MIJUMBI, Abhaya ASTHANA, Markku KOIVUNEN, Haiyong FU, Qinjun ZHU