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:
Mar. 28, 2023

Filed:

May. 28, 2021
Applicant:

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

Inventors:

Vaibhav Gumashta, San Francisco, CA (US);

Alexandr Nikitin, El Sobrante, CA (US);

Yuliya L. Feldman, Campbell, CA (US);

Seyedshahin Ashrafzadeh, San Francisco, CA (US);

Manoj Agarwal, Cupertino, CA (US);

Assignee:

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

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 8/71 (2018.01); G06N 20/00 (2019.01); G06F 9/445 (2018.01);
U.S. Cl.
CPC ...
G06F 8/71 (2013.01); G06F 9/44536 (2013.01); G06N 20/00 (2019.01);
Abstract

Machine learning version management method for a prediction service includes receiving a prediction request, determining application metadata for the request that defines routing logic and a machine learning framework version, determining model metadata for the request that defines at least one model and at least one model version, forwarding the prediction request to the at least one model with the at least one model version, and returning a prediction from the at least one model to a requestor.


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