Patents by Inventor Arthur D. Dunham

Arthur D. Dunham 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).

  • Forecasting container-based resource usage
    Patent number: 10901788
    Abstract: The disclosed embodiments provide a system for forecasting container-based resource usage. During operation, the system obtains time-series data containing resource allocations for applications deployed in one or more containers within a set of hosts. Next, the system applies one or more machine learning models to the time-series data to estimate a growth rate associated with use of a resource by an application. The system then determines an increase in allocation of the resource to the application that supports the estimated growth rate. Finally, the system outputs the increase in allocation for use in managing use of resources within the set of hosts.
    Type: Grant
    Filed: November 29, 2018
    Date of Patent: January 26, 2021
    Assignee: Microsoft Technology Licensing, LLC
    Inventors: Ramadass Venkadasamy, Yuzhe He, Binish Ayinipulli Rathnapalan, Arthur D. Dunham, Devan R. Dutta
  • FORECASTING CONTAINER-BASED RESOURCE USAGE
    Publication number: 20200174839
    Abstract: The disclosed embodiments provide a system for forecasting container-based resource usage. During operation, the system obtains time-series data containing resource allocations for applications deployed in one or more containers within a set of hosts. Next, the system applies one or more machine learning models to the time-series data to estimate a growth rate associated with use of a resource by an application. The system then determines an increase in allocation of the resource to the application that supports the estimated growth rate. Finally, the system outputs the increase in allocation for use in managing use of resources within the set of hosts.
    Type: Application
    Filed: November 29, 2018
    Publication date: June 4, 2020
    Applicant: Microsoft Technology Licensing, LLC
    Inventors: Ramadass Venkadasamy, Yuzhe He, Binish Ayinipulli Rathnapalan, Arthur D. Dunham, Devan R. Dutta