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:
Nov. 08, 2022
Filed:
Feb. 27, 2020
Applicant:
Hitachi, Ltd., Tokyo, JP;
Inventors:
Hiroyuki Osaki, Los Gatos, CA (US);
Masanori Takada, Santa Clara, CA (US);
Akiyoshi Tsuchiya, San Jose, CA (US);
Assignee:
Hitachi, Ltd., Tokyo, JP;
Primary Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2019.01); G06F 11/34 (2006.01); G06F 16/901 (2019.01); G06F 9/455 (2018.01); G06F 8/71 (2018.01);
U.S. Cl.
CPC ...
G06N 20/00 (2019.01); G06F 8/71 (2013.01); G06F 9/45558 (2013.01); G06F 11/3466 (2013.01); G06F 16/9027 (2019.01); G06F 2009/45595 (2013.01);
Abstract
Example implementations described herein are directed to searching ML models to facilitate IO load prediction. Even if there is no existing ML model applicable to the underlying container, example implementations described herein obtain the ML model for the nearest container. Through such example implementations, the underlying systems can reduce the total ML models maintained for the prediction of IO load and can enhance ML models with enough learning data for each ML model.