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. 06, 2022
Filed:
Nov. 15, 2018
International Business Machines Corporation, Armonk, NY (US);
Ole Asmussen, Henstedt-Ulzburg, DE;
Robert Beiderbeck, Wassenberg, DE;
Ying Li, Mohegan Lake, NY (US);
Erik Rueger, Ockenheim, DE;
Markus Schäfer, Heiligenmoschel, DE;
International Business Machines Corporation, Armonk, NY (US);
Abstract
A processor may provide a machine learning model. The machine learning model may have an input and an output. The processor may receive input data. The input data may include log data of a queried storage medium and a queried media drive. The processor may provide the input data to the input of the machine learning model. The processor may determine, from the output of the machine learning model, a predicted failure cause category and a predicted failure probability assigned to the predicted failure cause category. The processor may provide a first prediction to a user.