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. 08, 2020
Filed:
May. 03, 2019
Applicant:
Emc Ip Holding Company Llc, Hopkinton, MA (US);
Inventors:
Jonathan I. Krasner, Coventry, RI (US);
Jason Jerome Duquette, Milford, MA (US);
Assignee:
EMC IP Holding Company LLC, Hopkinton, MA (US);
Primary Examiner:
Int. Cl.
CPC ...
G06F 13/00 (2006.01); G06F 3/06 (2006.01); G06N 3/08 (2006.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06F 3/0647 (2013.01); G06F 3/0604 (2013.01); G06F 3/0659 (2013.01); G06F 3/0685 (2013.01); G06N 3/08 (2013.01); G06N 20/00 (2019.01);
Abstract
A method and system for proactive data migration across tiered storage that uses machine learning is shown. The method includes receiving first input-output (IO) event metadata describing a first IO event, and analyzing the first IO event metadata using an optimized learning model (OLM), to obtain a first learning model output. The first learning model output is interpreted to generate a first data migration request, and the first data is proactively migrated from a first storage tier to a second storage tier based on the first data migration request.