Patents by Inventor NIPUN RAMAKRISHNAN

NIPUN RAMAKRISHNAN 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).

  • Predicted network traffic
    Patent number: 10868829
    Abstract: A system can include a recurrent neural network operating on one or more computing devices that generates a model that outputs a predicted network traffic for a network infrastructure based on a sample of network traffic of the network infrastructure. The predicted network traffic characterizes a predicted traffic volume and a predicted packet type and distribution in the predicted network traffic. The system can also include a network manager operating on one or more computing devices that commands a network router logically coupled to a point of ingress of the network infrastructure to adjust bandwidth limits controlled by the network router based on the predicted network traffic of the network infrastructure.
    Type: Grant
    Filed: October 10, 2018
    Date of Patent: December 15, 2020
    Assignee: NORTHROP GRUMMAN SYSTEMS CORPORATION
    Inventors: Tarun Soni, Nipun Ramakrishnan
  • PREDICTED NETWORK TRAFFIC
    Publication number: 20200120131
    Abstract: A system can include a recurrent neural network operating on one or more computing devices that generates a model that outputs a predicted network traffic for a network infrastructure based on a sample of network traffic of the network infrastructure. The predicted network traffic characterizes a predicted traffic volume and a predicted packet type and distribution in the predicted network traffic. The system can also include a network manager operating on one or more computing devices that commands a network router logically coupled to a point of ingress of the network infrastructure to adjust bandwidth limits controlled by the network router based on the predicted network traffic of the network infrastructure.
    Type: Application
    Filed: October 10, 2018
    Publication date: April 16, 2020
    Applicant: NORTHROP GRUMMAN SYSTEMS CORPORATION
    Inventors: TARUN SONI, NIPUN RAMAKRISHNAN