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:
Sep. 20, 2022

Filed:

May. 05, 2021
Applicant:

Acronis International Gmbh, Schaffhausen, CH;

Inventors:

Serguei Beloussov, Costa Del Sol, SG;

Oleg Melnikov, Moscow, RU;

Kirill Korotaev, Moscow, RU;

Sergey Ulasen, Moscow, RU;

Assignee:

Acronis International GmbH, Schaffhausen, CH;

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 3/06 (2006.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06F 3/061 (2013.01); G06F 3/0634 (2013.01); G06F 3/0653 (2013.01); G06F 3/0673 (2013.01); G06N 20/00 (2019.01);
Abstract

Methods and systems are provided for modifying configuration of a storage system using artificial intelligence. An exemplary method comprises collecting, over a period of time, health and parameter information of the storage system. The method comprises predicting, using a machine learning algorithm, upcoming events that may degrade performance of the storage system based on the health and parameter information. The method comprises determining that the storage system will not operate in accordance with a set of goals based on the upcoming events. In response to determining that the storage system will not operate in accordance with the set of goals, the method comprises generating parameter changes, and applying the parameter changes to the storage system.


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