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. 08, 2026
Filed:
Oct. 30, 2023
Rakuten Symphony, Inc., Tokyo, JP;
Kexuan Sun, Surrey, GB;
RAKUTEN SYMPHONY, INC., Tokyo, JP;
Abstract
An Artificial Intelligent/Machine Learning (AI/ML)-based horizontal pod autoscaler (HPA) receives performance metrics regarding resource allocation and capacity of pods. The current traffic demand is measured and future traffic demand is predicted versus current system capacity. Pod capacity and scaling is selected based on the measured current and predicted future traffic demand verses current system capacity. Scaling commands are generated for the selected pod capacity and the selected scaling. The scaling commands are sent to a Kubernetes API to scale pods.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile