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. 10, 2024
Filed:
Oct. 31, 2022
Microsoft Technology Licensing, Llc, Redmond, WA (US);
Neda M. Pistinjat, Belgrade, RS;
Nikola Puzovic, Belgrade, RS;
Milan Micić, Belgrade, RS;
Maja Stikic, Belgrade, RS;
Nikola Pavlovic, Belgrade, RS;
Jelena Petrovic, Belgrade, RS;
Drazen Sumic, Belgrade, RS;
Aleksa Brkic, Belgrade, RS;
Vesna Todorovic, Belgrade, RS;
Matthew T. Snider, Seattle, WA (US);
Ivan Nedic, Kucura, RS;
Microsoft Technology Licensing, LLC, Redmond, WA (US);
Abstract
Systems and methods related to prediction-based resource orchestration in a service fabric are described. An example method for reducing an interruption rate associated with a customer application offered as a collection of services includes predicting one or more quiet time periods associated with each of the service replicas associated with a service fabric, where each of the one or more quiet time periods corresponds to a low value of a predicted load specifying a consumption of a metric by a respective service replica on a given node. The method further includes during the one or more quiet time periods predicted by a trained machine learning model, performing an impact-less failover for one or more of the service replicas by scheduling a move for the one or more service replicas from a first node associated with the service fabric to a second node associated with the service fabric.