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, 2026
Filed:
Aug. 04, 2023
Microsoft Technology Licensing, Llc, Redmond, WA (US);
Neha Keshari, Bothell, WA (US);
Abhisek Pan, Bellevue, WA (US);
David Allen Dion, Bothell, WA (US);
Brendon Machado, Seattle, WA (US);
Karthik Subramaniam Hariharan, Seattle, WA (US);
Karthikeyan Subramanian, Redmond, WA (US);
Thomas Moscibroda, Bellevue, WA (US);
Karel Trueba Nobregas, Redmond, WA (US);
Microsoft Technology Licensing, LLC, Redmond, WA (US);
Abstract
Described are examples for recommending increase in worker instance count for an availability zone in a cloud-based computing platform. A machine learning (ML) model can be used to predict a time series forecast of a workload for the availability zone in a future time period. A predicted number of worker instances to handle the predicted workload can be computed, and if the number of worker instances in the availability zone is less than the predicted number of worker instances, a recommendation to increase the number of worker instances in the availability zone can be generated.