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:
Jul. 15, 2025
Filed:
Dec. 13, 2023
Keysight Technologies, Inc., Santa Rosa, CA (US);
KEYSIGHT TECHNOLOGIES, INC., Santa Rosa, CA (US);
Abstract
A method is provided for finding events that predict failure of an electronic component of a data processing system. The method includes extracting EDSs from a data stream including an output of the electronic component as a function of time, each EDS satisfying an extraction protocol and being characterized by a time stamp indicating a time at which the EDS was present; transforming the EDSs to corresponding CSVs; clustering the CSVs into clusters, each cluster being characterized by a number of CSVs in the cluster and a range of time stamps for the CSVs in the cluster, where the clustering is determined by a similarity protocol; and identifying a predictor cluster from the clusters having CSVs with time stamps during a period that is nearer a point of failure of the electronic component than other clusters having CSVs, where the predictor cluster has more than a predetermined number of CSVs.