Patents by Inventor Stanley KAPLUNOV

Stanley KAPLUNOV 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).

  • Using machine learning to make network management decisions
    Patent number: 10735273
    Abstract: A device may receive one or more data models that have been trained on a set of historical network performance indicators. The set of historical network performance indicators may include metrics associated with measuring network performance for one or more data centers. The device may receive network data for a group of user devices that are actively using the one or more data centers for network services. The device may determine a set of network performance indicators for the one or more data centers. The device may generate, by providing the set of network performance indicators as input to the one or more data models, one or more recommendations associated with improving network performance. The device may perform, after generating the one or more recommendations, one or more actions associated with improving network performance.
    Type: Grant
    Filed: July 31, 2017
    Date of Patent: August 4, 2020
    Assignee: Accenture Global Solutions Limited
    Inventors: Stanley Kaplunov, Athanasios Malevitis, Irina Niculicea, Stephen Byron Holt, Pingzhou Liu
  • USING MACHINE LEARNING TO MAKE NETWORK MANAGEMENT DECISIONS
    Publication number: 20190036789
    Abstract: A device may receive one or more data models that have been trained on a set of historical network performance indicators. The set of historical network performance indicators may include metrics associated with measuring network performance for one or more data centers. The device may receive network data for a group of user devices that are actively using the one or more data centers for network services. The device may determine a set of network performance indicators for the one or more data centers. The device may generate, by providing the set of network performance indicators as input to the one or more data models, one or more recommendations associated with improving network performance. The device may perform, after generating the one or more recommendations, one or more actions associated with improving network performance.
    Type: Application
    Filed: July 31, 2017
    Publication date: January 31, 2019
    Inventors: Stanley KAPLUNOV, Athanasios MALEVITIS, Irina NICULICEA, Stephen Byron HOLT, Pingzhou LIU