Patents by Inventor Karthik Narayanan Srinivasan

Karthik Narayanan Srinivasan 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).

  • Leverage interaction attributes and file access patterns to predict active life of media file to optimize storage usage
    Patent number: 11403335
    Abstract: A computerized-method for determining a storage class of a media file is provided herein. The computerized-method includes: (i) aggregating data from the plurality of data sources; (ii) operating a pre-built machine learning File Access Frequency Score (FAFS) model to calculate an accessibility score for a media file; (iii) sending the media file to archive storage when the accessibility score is below a preconfigured threshold; (iv) calculating Predicted Active Lifetime Span (PALS) score of the media file, when the accessibility score is above the preconfigured threshold; (v) repeating the calculating of the PALS score of the media file every preconfigured period of time, when the media file is in active storage, until the calculated PALS score of the media file is lower than or equals zero; and (vi) sending the media file to the archive storage.
    Type: Grant
    Filed: October 1, 2020
    Date of Patent: August 2, 2022
    Assignee: INCONTACT INC.
    Inventors: Sharma Harshit Kumar, Yenpure Abhijit Prakash, Karthik Narayanan Srinivasan
  • LEVERAGE INERACTION ATTRIBUTES AND FILE ACCESS PATTERNS TO PREDICT ACTIVE LIFE OF MEDIA FILE TO OPTIMIZE STORAGE USAGE
    Publication number: 20220107974
    Abstract: A computerized-method for determining a storage class of a media file is provided herein. The computerized-method includes: (i) aggregating data from the plurality of data sources; (ii) operating a pre-built machine learning File Access Frequency Score (FAFS) model to calculate an accessibility score for a media file; (iii) sending the media file to archive storage when the accessibility score is below a preconfigured threshold; (iv) calculating Predicted Active Lifetime Span (PALS) score of the media file, when the accessibility score is above the preconfigured threshold; (v) repeating the calculating of the PALS score of the media file every preconfigured period of time, when the media file is in active storage, until the calculated PALS score of the media file is lower than or equals zero; and (vi) sending the media file to the archive storage.
    Type: Application
    Filed: October 1, 2020
    Publication date: April 7, 2022
    Inventors: Sharma Harshit KUMAR, Yenpure Abhijit PRAKASH, Karthik Narayanan Srinivasan