Patent · US Active

Storage mounting event failure prediction

US11520649B2 · kind B2 · utility

0Cited by

0References

19Claims

0Family size

Assignee

International Business Machines Corporation · US

Inventors

Ole Asmussen · Henstedt-Ulzburg, DE
Robert Beiderbeck · Wassenberg, DE
Ying Li · Potsdam, US
Erik Rueger · Mainz, DE
Markus Schäfer · Horterhof, DE

Key dates

Filing date	Nov 15, 2018
Grant date	Dec 6, 2022
Priority date	—
Expiry date	Oct 7, 2041

Classification

Technology area (CPC G)Physics
CPC primaryG06N3/02
WIPO fieldComputer technology
WIPO sectorElectrical engineering

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.

Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.