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. 01, 2022
Filed:
Sep. 30, 2020
Applicant:
Samsung Electronics Co., Ltd., Suwon-si, KR;
Inventors:
Byeonghui Kim, Hwaseong-si, KR;
Jungmin Seo, Seongnam-si, KR;
Kangho Roh, Seoul, KR;
Hyeongyu Min, Seoul, KR;
Jooyoung Hwang, Seoul, KR;
Assignee:
SAMSUNG ELECTRONICS CO., LTD., Suwon-si, KR;
Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 3/06 (2006.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06F 3/0631 (2013.01); G06F 3/064 (2013.01); G06F 3/0611 (2013.01); G06F 3/0659 (2013.01); G06F 3/0679 (2013.01); G06N 20/00 (2019.01);
Abstract
A method includes sampling input/output requests from a host to generate sampled input/output requests; classifying the sampled input/output requests into clusters using an unsupervised learning algorithm; determining a hot data range based on a characteristic of the clusters; and incorporating the determined hot data range into a hot data table.