Patents by Inventor Saket Mehta

Saket Mehta 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).

  • Automatic configuration of software systems for optimal management and performance using machine learning
    Patent number: 11200139
    Abstract: In one embodiment, information (workload, performance, and configuration) is obtained about identified sub-systems (a target component plus other components that influence its performance). The identified sub-systems are clustered into workload clusters and also into performance clusters, where identified sub-systems of particular workload clusters have similar workload measurements, and identified sub-systems of particular performance clusters have similar performance metrics. The techniques herein then determine a given mapped performance cluster for a given workload cluster that corresponds to a best set of performance metrics from among all performance clusters mapped to the given workload cluster.
    Type: Grant
    Filed: January 16, 2020
    Date of Patent: December 14, 2021
    Assignee: Cisco Technology, Inc.
    Inventors: Rishabh Singh, Saket Mehta, Prerana Singhal
  • AUTOMATIC CONFIGURATION OF SOFTWARE SYSTEMS FOR OPTIMAL MANAGEMENT AND PERFORMANCE USING MACHINE LEARNING
    Publication number: 20210224178
    Abstract: In one embodiment, information (workload, performance, and configuration) is obtained about identified sub-systems (a target component plus other components that influence its performance). The identified sub-systems are clustered into workload clusters and also into performance clusters, where identified sub-systems of particular workload clusters have similar workload measurements, and identified sub-systems of particular performance clusters have similar performance metrics. The techniques herein then determine a given mapped performance cluster for a given workload cluster that corresponds to a best set of performance metrics from among all performance clusters mapped to the given workload cluster.
    Type: Application
    Filed: January 16, 2020
    Publication date: July 22, 2021
    Inventors: Rishabh Singh, Saket Mehta, Prerana Singhal