Patent · US Active

Method and system for machine learning framework and model versioning in a machine learning serving infrastructure

US11614932B2 · kind B2 · utility

0Cited by

5References

24Claims

0Family size

Assignee

Salesforce, Inc. · US

Inventors

Vaibhav Gumashta · San Francisco, US
Alexandr Nikitin · El Sobrante, US
Yuliya L. Feldman · Campbell, US
Seyedshahin Ashrafzadeh · Foster City, US
Manoj K. Agarwal · Hyderabad, IN

Key dates

Filing date	May 28, 2021
Grant date	Mar 28, 2023
Priority date	—
Expiry date	May 28, 2041

Classification

Technology area (CPC G)Physics
CPC primaryG06N20/00
WIPO fieldComputer technology
WIPO sectorElectrical engineering

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.

Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.