Patents by Inventor Shunmugaraj Karuvanayagam

Shunmugaraj Karuvanayagam 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).

  • Scalable multiple layer machine learning model for classification of Wi-Fi issues on a data communication network
    Patent number: 11539599
    Abstract: Multi-level machine learning models can be generated from the captured log events. Outcomes are predicted for input events in real-time. The captured log events are received and parsed to expose event outcome data. A first data set is generated by determining whether an outcome associated with the event outcome data was a success or a failure. Responsive to a failed event outcome, a second data set is generated by categorizing the failed event outcome, to train multiple level SVMs for prediction of Wi-Fi input events and automatic remediation of Wi-Fi issues.
    Type: Grant
    Filed: March 31, 2021
    Date of Patent: December 27, 2022
    Assignee: Fortinet, Inc.
    Inventors: Siva Yogendra Jupudi, Deepti Girish, Shunmugaraj Karuvanayagam
  • SCALABLE MULTIPLE LAYER MACHINE LEARNING MODEL FOR CLASSIFICATION OF WI-FI ISSUES ON A DATA COMMUNICATION NETWORK
    Publication number: 20220321422
    Abstract: Multi-level machine learning models can be generated from the captured log events. Outcomes are predicted for input events in real-time. The captured log events are received and parsed to expose event outcome data. A first data set is generated by determining whether an outcome associated with the event outcome data was a success or a failure. Responsive to a failed event outcome, a second data set is generated by categorizing the failed event outcome, to train multiple level SVMs for prediction of Wi-Fi input events and automatic remediation of Wi-Fi issues.
    Type: Application
    Filed: March 31, 2021
    Publication date: October 6, 2022
    Inventors: Siva Yogendra Jupudi, Deepti Girish, Shunmugaraj Karuvanayagam