Invention Grant
- Patent Title: System and method for automating formation and execution of a backup strategy using machine learning
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Application No.: US16195915Application Date: 2018-11-20
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Publication No.: US11204842B2Publication Date: 2021-12-21
- Inventor: Stanislav Protasov , Serguei Beloussov , Dmitry Martynov , Sergey Ulasen
- Applicant: Acronis International GmbH
- Applicant Address: CH Schaffhausen
- Assignee: Acronis International GmbH
- Current Assignee: Acronis International GmbH
- Current Assignee Address: CH Schaffhausen
- Agency: Arent Fox LLP
- Agent Michael Fainberg
- Main IPC: G06F11/14
- IPC: G06F11/14 ; G06F16/11 ; G06F3/06 ; G06F3/08 ; G06N20/00 ; G06N3/08

Abstract:
Disclosed herein are systems and method for forming and executing a backup strategy. In one aspect, an exemplary method comprises, for each file of files from one or more data sources that is being evaluated to form the backup strategy for the file, updating a frequency database, evaluating a uniqueness for the file stored at a data source of the one or more data sources by comparing at least a portion of data of the file to the frequency database, categorizing the file into a hierarchy of logical types according to properties of the file, and forming the backup strategy for the file according to the uniqueness and categorization of the file.
Public/Granted literature
- US20190155695A1 SYSTEM AND METHOD FOR AUTOMATING FORMATION AND EXECUTION OF A BACKUP STRATEGY USING MACHINE LEARNING Public/Granted day:2019-05-23
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