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:
Jan. 25, 2022

Filed:

Jan. 29, 2020
Applicant:

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

Inventors:

Tejaswini Ganapathi, San Francisco, CA (US);

Satish Raghunath, Sunnyvale, CA (US);

Shauli Gal, Mountain View, CA (US);

Assignee:

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

Attorneys:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
H04L 12/24 (2006.01); H04L 12/819 (2013.01); H04L 12/26 (2006.01);
U.S. Cl.
CPC ...
H04L 41/16 (2013.01); H04L 41/142 (2013.01); H04L 43/062 (2013.01); H04L 47/21 (2013.01);
Abstract

Bypass network traffic records are generated for a web application. Sufficient statistics of network optimization parameters are calculated for network performance categories. The bypass network traffic records are partitioned for the network performance categories into network traffic buckets. Sufficient statistics and the network traffic buckets are used to generate network quality mappings. The network quality mappings are used as training instances to train a machine learner for generating network optimization policies to be implemented by user devices.


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