AUTOMATIC GENERATION OF AN EXTRACT, TRANSFORM, LOAD (ETL) JOB

Patent №

US 9,607,060

Granted

2017-03-28

Filed 2014

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

4

ml · nlp · kr · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14298125

According to one embodiment of the present invention, a method automatically generates one or more Extract, Transform and Load (ETL) jobs. Input data in a source format and output data in a target format is received. The input data and output data is analyzed to determine properties and relationships thereof. One or more mapping models are automatically generated using the properties and relationships, wherein the mapping models describe the mapping and transformation of the input data to the output data. One or more ETL jobs are generated using the mapping models. Embodiments further include a system and program product apparatus for automatically generating one or more ETL jobs.

AI classification

Natural language1.00
Knowledge representation1.00
Machine learning0.84
Planning0.80
AI hardware0.47
Vision0.01
Speech0.00
Evolutionary computation0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 330500948

Assignors

LI, JEFF J., NUSBICKEL, WENDI L.

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

From the same owner

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