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:
Feb. 11, 2020

Filed:

Feb. 12, 2019
Applicant:

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

Inventors:

Shauli Gal, Mountain View, CA (US);

Satish Raghunath, Sunnyvale, CA (US);

Kartikeya Chandrayana, San Francisco, CA (US);

Tejaswini Ganapathi, San Francisco, CA (US);

Assignee:

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

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
H04L 12/26 (2006.01); H04L 12/24 (2006.01); H04L 29/06 (2006.01); H04L 29/08 (2006.01);
U.S. Cl.
CPC ...
H04L 41/0893 (2013.01); H04L 41/046 (2013.01); H04L 43/16 (2013.01); H04L 67/02 (2013.01); H04L 67/28 (2013.01); H04L 67/2833 (2013.01); H04L 69/16 (2013.01);
Abstract

An adaptive multi-phase approach to estimating network parameters is presented. By gathering and aggregating raw network traffic data and comparing against default network parameters, a training data set may be generated. A black box optimization may be used in tandem with a supervised learning algorithm to bias towards better choices and eventually pick network parameters which optimize performance. Data delivery strategies are applied to deliver content using the optimized network policies based on the estimated parameters.


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