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.

Date of Patent:
Nov. 11, 2025

Filed:

Jun. 15, 2022
Applicants:

Inventec (Pudong) Technology Corporation, Shanghai, CN;

Inventec Corporation, Taipei, TW;

Inventors:

Yi-Ju Liao, Taipei, TW;

Jen-Yuan Chang, Taipei, TW;

Po-Hsiu Chen, Taipei, TW;

Hsieh-Liang Tsai, Taipei, TW;

Assignees:
Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 11/30 (2006.01); G06F 3/0346 (2013.01); G06F 11/34 (2006.01); G06F 18/23213 (2023.01); G06N 5/01 (2023.01);
U.S. Cl.
CPC ...
G06F 11/3058 (2013.01); G06F 3/0346 (2013.01); G06F 11/3409 (2013.01); G06F 18/23213 (2023.01); G06N 5/01 (2023.01);
Abstract

A creating method of a classification model about a hard disk efficiency problem comprising: by an analyzing device, performing: obtaining a plurality of pieces of measurement data of a plurality of hard disk devices each of which comprises a plurality of values of a plurality of vibration parameters; discretizing the plurality of pieces of measurement data based on a k-means algorithm; and obtaining the classification model about the hard disk efficiency problem based on the plurality of pieces of discretized measurement data and a decision tree algorithm.


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