Patent · US Active

Using graph queries to obtain results from machine learning models

US12072936B2 · kind B2 · utility

0Cited by

2References

20Claims

0Family size

Assignee

AMAZON TECHNOLOGIES, INC. · US

Inventors

Karthik Gurumoorthy Subramanya Bharathy · Sammamish, US
Ankit Gupta · Zürich, CH
George Karypis · Bloomington, US
Divyakala Vel · Redmond, US
Bradley R. Bebee · Washington, US
Adesoji Adeshina · Vancouver, CA
Xiang Song · Shanghai, CN

Key dates

Filing date	May 6, 2021
Grant date	Aug 27, 2024
Priority date	—
Expiry date	Dec 7, 2041

Classification

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

Abstract

A computer-implemented method performed at least in part by a graph database configured to store at least one graph dataset. The method includes receiving a graph query configured to be performed against a machine learning model, and communicating the graph query with a machine learning system that is configured to use the machine learning model to obtain model inference results and communicate those model inference results to the graph database application. The graph database provides query results based at least in part on the model inference results to an entity.

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