Patents by Inventor Mohanraj RAMALINGAM

Mohanraj RAMALINGAM 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).

  • Systems and methods for predicting information handling resource failures using deep recurrent neural networks
    Patent number: 11003561
    Abstract: In accordance with embodiments of the present disclosure, an information handling system may include a processor and a non-transitory computer-readable medium having stored thereon a program of instructions executable by the processor. The program of instructions may be configured to, when read and executed by the processor, receive telemetry data associated with one or more information handling resources, receive failure statistics associated with the one or more information handling resources, and correlate the telemetry data and the failure statistics to create training data for a pattern recognition engine configured to predict a failure status of an information handling resource from operational data associated with the information handling resource.
    Type: Grant
    Filed: January 3, 2018
    Date of Patent: May 11, 2021
    Assignee: Dell Products L.P.
    Inventors: Sai Prem Kumar Ayyagari, Landon Martin Chambers, Mohanraj Ramalingam
  • SYSTEMS AND METHODS FOR PREDICTING INFORMATION HANDLING RESOURCE FAILURES USING DEEP RECURRENT NEURAL NETWORKS
    Publication number: 20190205232
    Abstract: In accordance with embodiments of the present disclosure, an information handling system may include a processor and a non-transitory computer-readable medium having stored thereon a program of instructions executable by the processor. The program of instructions may be configured to, when read and executed by the processor, receive telemetry data associated with one or more information handling resources, receive failure statistics associated with the one or more information handling resources, and correlate the telemetry data and the failure statistics to create training data for a pattern recognition engine configured to predict a failure status of an information handling resource from operational data associated with the information handling resource.
    Type: Application
    Filed: January 3, 2018
    Publication date: July 4, 2019
    Applicant: Dell Products L.P.
    Inventors: Sai Prem Kumar AYYAGARI, Landon Martin CHAMBERS, Mohanraj RAMALINGAM