Patents by Inventor Siva Kottapalli

Siva Kottapalli 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).

  • Storage resource capacity prediction utilizing a plurality of time series forecasting models
    Patent number: 10949116
    Abstract: A method includes obtaining historical storage resource utilization data for a given set of storage resources of one or more storage systems, and generating a plurality of model-specific storage resource capacity predictions utilizing the historical storage resource utilization data and respective ones of a plurality of time series capacity prediction forecasting models. The method also includes selecting a subset of the model-specific storage resource capacity predictions having one or more designated characteristics, determining an overall storage resource capacity prediction based at least in part on a combination of the selected subset of the model-specific storage resource capacity predictions, and modifying a provisioning of storage resources of the one or more storage systems based at least in part on the overall storage resource capacity prediction.
    Type: Grant
    Filed: July 30, 2019
    Date of Patent: March 16, 2021
    Assignee: EMC IP Holding Company LLC
    Inventors: Vibhor Kaushik, Zachary W. Arnold, Siva Kottapalli, Peter Beale, Karthik Hubli
  • STORAGE RESOURCE CAPACITY PREDICTION UTILIZING A PLURALITY OF TIME SERIES FORECASTING MODELS
    Publication number: 20210034278
    Abstract: A method includes obtaining historical storage resource utilization data for a given set of storage resources of one or more storage systems, and generating a plurality of model-specific storage resource capacity predictions utilizing the historical storage resource utilization data and respective ones of a plurality of time series capacity prediction forecasting models. The method also includes selecting a subset of the model-specific storage resource capacity predictions having one or more designated characteristics, determining an overall storage resource capacity prediction based at least in part on a combination of the selected subset of the model-specific storage resource capacity predictions, and modifying a provisioning of storage resources of the one or more storage systems based at least in part on the overall storage resource capacity prediction.
    Type: Application
    Filed: July 30, 2019
    Publication date: February 4, 2021
    Inventors: Vibhor Kaushik, Zachary W. Arnold, Siva Kottapalli, Peter Beale, Karthik Hubli