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:
Feb. 16, 2021
Filed:
Nov. 09, 2018
Applicant:
Amazon Technologies, Inc., Seattle, WA (US);
Inventors:
Karthikeyan Krishnan, Sammamish, WA (US);
Abdul Sathar Sait, Redmond, WA (US);
Assignee:
Amazon Technologies, Inc., Seattle, WA (US);
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/11 (2019.01); G06N 20/00 (2019.01); G06F 16/18 (2019.01); G06F 16/9032 (2019.01);
U.S. Cl.
CPC ...
G06F 16/119 (2019.01); G06F 16/122 (2019.01); G06F 16/1847 (2019.01); G06F 16/90324 (2019.01); G06N 20/00 (2019.01);
Abstract
A recommendations manager (RM) of a file system service identifies a file system object group (FSOG) for which proactive placement recommendations are to be generated using statistical analyses. Usage metrics collected from the FSOG are used to train a model. Predictions obtained from the model are used to generate a recommendation to transfer a file system object proactively from one storage device group of the service to another. The recommendations are provided to an object migrator of the service to initiate the transfer.