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:
Apr. 06, 2021
Filed:
May. 15, 2019
Applicant:
Cisco Technology, Inc., San Jose, CA (US);
Inventors:
Johnu George, San Jose, CA (US);
Amit Kumar Saha, Bangalore, IN;
Assignee:
CISCO TECHNOLOGY, INC., San Jose, CA (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04L 12/24 (2006.01); G06N 20/00 (2019.01); H04L 12/26 (2006.01);
U.S. Cl.
CPC ...
H04L 41/5009 (2013.01); G06N 20/00 (2019.01); H04L 41/16 (2013.01); H04L 41/5019 (2013.01); H04L 43/0817 (2013.01);
Abstract
Systems, methods, and computer-readable storage media are provided for storing machine learned models in a tiered storage. The model serving network evaluates where the models should be stored based on the model corresponding service level agreement. The model is generally stored at the lowest tiered storage device that is still capable of satisfying the model's service level agreement. In this way, the model serving network aims to store data that achieves the cheapest cost.