Patent · US Active

Configurable and scalable machine learning model lifecycle operator

US12190210B2 · kind B2 · utility

0Cited by

3References

17Claims

0Family size

Assignee

International Business Machines Corporation · US

Inventors

Benjamin Herta · Poughquag, US
Darrell C. Reimer · Tarrytown, US
Evelyn Duesterwald · Millwood, US
Gaodan Fang · Elmsford, US
Punleuk Oum · Tarrytown, US
Debashish Saha · White Plains, US
Archit Verma · New York, US

Key dates

Filing date	Dec 17, 2021
Grant date	Jan 7, 2025
Priority date	—
Expiry date	Apr 4, 2043

Classification

Technology area (CPC G)Physics
CPC primaryG06N20/20
WIPO fieldComputer technology
WIPO sectorElectrical engineering

Abstract

A method of using a computing device to manage a lifecycle of machine learning models includes receiving, by a computing device, multiple pre-defined machine learning lifecycle tasks. The computing device manages executing a management-layer software layer for the multiple pre-defined machine learning lifecycle tasks. The computing device further generates and updates a machine learning pipeline using the management-layer software layer.

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