INTEGRATING QUERY OPTIMIZATION WITH MACHINE LEARNING MODEL PREDICTION

Patent №

US 11,636,124

Granted

2023-04-25

Filed 2020

Owner

AMAZON TECHNOLOGIES, INC.

AI components

5

ml · nlp · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17105201

A database system may include a machine learning model which may be used to perform various data analytics for data stored in the database system. In response to a request to invoke the machine learning model to generate a prediction from data stored in the database system, the database system may perform one or more optimization operations, as part of a query plan, to prepare the data to make it suitable for use by the machine learning model.

Machine learningNatural languageKnowledge representationPlanningAI hardwareG06F 16/24542G06F 16/2465G06F 16/24544G06F 16/283G06F 18/2148G06N 20/00G06N 20/20

AI classification

Planning1.00
AI hardware1.00
Machine learning1.00
Knowledge representation1.00
Natural language0.99
Evolutionary computation0.33
Speech0.00
Vision0.00

Ownership

AMAZON TECHNOLOGIES, INC.

assignment · 627340974

Assignors

NARAYANASWAMY, BALAKRISHNAN, SOUNDARARAJAN, GOKUL, CHEN, JIAYUAN, ERCEGOVAC, VUK, CARAGEA, GEORGE CONSTANTIN, KRISHNAMURTHY, SRIRAM, KOULOURIS, NIKOLAOS

On an employer assignment, the assignors are typically the inventors.

© 2026 NYSGPT2525 LLC