The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Sep. 29, 2020
Filed:
Jan. 09, 2019
Microsoft Technology Licensing, Llc, Redmond, WA (US);
Yingying Chen, Bellevue, WA (US);
Microsoft Technology Licensing, LLC, Redmond, WA (US);
Abstract
Techniques for automated capacity management in computing systems are disclosed herein. In one embodiment, a method includes generating multiple time series models each representing predicted usage levels of the computing resource based on historical usage levels of the computing resource. The method can then include selecting, from the generated multiple time series models, one of the time series models that has a combined value of a forecast error and a forecast churn smaller than the other generated time series models. The method can further includes determining a future usage level of the computing resource in the computing system at the future time point using the selected one of the time series models and allocating and provisioning an amount of the computing resource in the computing system in accordance with the predicted future usage level of the computing resource at the future time point.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile