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:
Mar. 10, 2026
Filed:
Dec. 19, 2022
Rakuten Symphony, Inc., Tokyo, JP;
Sree Nandan Atur, Newark, CA (US);
Ravi Kumar Alluboyina, Santa Clara, CA (US);
Rakuten Symphony, Inc., Tokyo, JP;
Abstract
The present invention extends to methods, systems, and computer program products for predictively addressing hardware component failures. Network packets can be received over time at a platform. Metrics derived from platform hardware components and derived from one or more workloads utilizing the platform hardware components can be monitored. Model training data can be formulated from the metrics. A health check model can be trained using the model training data. The health check model can be executed to compute a probability that a monitored platform hardware component is on a path to failure. It can be determined that the probability exceeds a threshold. A workload can be relocated from a pod containing the monitored platform hardware component to another pod. Additional network packets can be received over time at the platform. The workload can process data contained in the additional network packets at the other pod.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile