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:
Jan. 10, 2023
Filed:
Jun. 11, 2020
Applicant:
Google Llc, Mountain View, CA (US);
Inventors:
Arif Merchant, Los Altos, CA (US);
Lluis Pamies-Juarez, San Jose, CA (US);
Assignee:
Google LLC, Mountain View, CA (US);
Primary Examiner:
Int. Cl.
CPC ...
G06F 12/02 (2006.01); G06F 9/451 (2018.01); G06N 20/00 (2019.01); G06F 9/48 (2006.01); G06F 9/54 (2006.01); G06N 7/00 (2006.01);
U.S. Cl.
CPC ...
G06F 12/0253 (2013.01); G06F 9/451 (2018.02); G06F 9/4881 (2013.01); G06F 9/542 (2013.01); G06F 12/0246 (2013.01); G06N 7/005 (2013.01); G06N 20/00 (2019.01);
Abstract
A predictive method for scheduling of the operations is described. The predictive method utilizes data generated from computing an expected lifetime of the individual files or objects within the container. The expected lifetime of individual files or objects can be generated based on machine learning techniques. Operations such as garbage collection are scheduled at an epoch where computational efficiencies are realized for performing the operation.