Patents by Inventor Avanthika Sankararaman

Avanthika Sankararaman 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 predict a usage profile and recommendations associated with a computing device
    Patent number: 11449921
    Abstract: In some examples, a server may receive usage data from a computing device, determine a usage profile of the computing device, and determine that a component of the computing device is predicted to fail and at what time. If the time is within a warranty period of a current warranty, then the server may recommend purchasing an upgraded warranty and provide a cost-benefit analysis of purchasing the upgraded warranty. If the time is outside the warranty period, then the server may recommend purchasing an extended warranty and provide a cost-benefit analysis of purchasing the extended warranty. The server may use the usage data to make a recommendation to upgrade one or more components (e.g., memory, disk drive, network card, or the like) of the computing device. The server may use the usage data to make a recommendation to upgrade from the computing device to a different computing device.
    Type: Grant
    Filed: June 19, 2020
    Date of Patent: September 20, 2022
    Assignee: Dell Products L.P.
    Inventors: Tejas Naren Tennur Narayanan, Gautam Kaura, Stephen Ray Young, Sathish Kumar Bikumala, Harshit Mehta, Harshita Dubey, Avanthika Sankararaman
  • USING MACHINE LEARNING TO PREDICT A USAGE PROFILE AND RECOMMENDATIONS ASSOCIATED WITH A COMPUTING DEVICE
    Publication number: 20210398187
    Abstract: In some examples, a server may receive usage data from a computing device, determine a usage profile of the computing device, and determine that a component of the computing device is predicted to fail and at what time. If the time is within a warranty period of a current warranty, then the server may recommend purchasing an upgraded warranty and provide a cost-benefit analysis of purchasing the upgraded warranty. If the time is outside the warranty period, then the server may recommend purchasing an extended warranty and provide a cost-benefit analysis of purchasing the extended warranty. The server may use the usage data to make a recommendation to upgrade one or more components (e.g., memory, disk drive, network card, or the like) of the computing device. The server may use the usage data to make a recommendation to upgrade from the computing device to a different computing device.
    Type: Application
    Filed: June 19, 2020
    Publication date: December 23, 2021
    Inventors: Tejas Naren Tennur Narayanan, Gautam Kaura, Stephen Ray Young, Sathish Kumar Bikumala, Harshit Mehta, Harshita Dubey, Avanthika Sankararaman