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:
Dec. 09, 2025
Filed:
Sep. 13, 2023
Dell Products L.p., Round Rock, TX (US);
Michael Barnes, Doylestown, PA (US);
Sumanta Kashyapi, Worcester, MA (US);
Niharika Karia, Tewksbury, MA (US);
David C. Sydow, Merrimack, NH (US);
Gajanan S Natu, Cary, NC (US);
DELL PRODUCTS L.P., Round Rock, TX (US);
Abstract
A method for time series anomaly detection with rare event failure prediction includes determining, by a device including a processor and using a first machine learning model, a location of a data anomaly within sequential data. The method also includes determining, by the device and using a second machine learning model that is not the first machine learning model, whether a probability of a future failure event is at least a threshold probability based on the data anomaly and the sequential data.