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. 15, 2020

Filed:

Dec. 13, 2017
Applicant:

Salesforce.com, Inc., San Francisco, CA (US);

Inventors:

Gabriel Tavridis, San Francisco, CA (US);

Kartikeya Chandrayana, San Francisco, CA (US);

Maria Garcia Cerdeno, Redwood City, CA (US);

Russell Larsen, Santa Clara, CA (US);

Satish Raghunath, Sunnyvale, CA (US);

Shauli Gal, Mountain View, CA (US);

Wojciech Koszek, Menlo Park, CA (US);

Assignee:

salesforce.com, inc., San Francisco, CA (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 15/177 (2006.01); H04L 12/24 (2006.01); H04L 12/26 (2006.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
H04L 41/0823 (2013.01); G06N 20/00 (2019.01); H04L 41/16 (2013.01); H04L 43/04 (2013.01); H04L 43/06 (2013.01);
Abstract

A dynamic approach to optimizing configuration of network parameters is presented. By gathering operational contexts and aggregating optimized network performance data against a baseline, a training data set may be generated. Client-side policies are determined, in part, by applying machine learning techniques on the training data set to achieve desired outcomes. Data delivery strategies are compiled at user devices to deliver content using the optimized network configuration values based on the operating contexts.


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