Auto feature preparation for high performance online inferencing

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United States of America

PATENT NO 12210981
APP PUB NO 20220318652A1
SERIAL NO

17218724

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Abstract

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An approach is provided in which a method, system, and program product analyze, while training a machine learning model, a set of first data transformation operators in a first data preparation pipeline that generates a plurality of constructed features from a set of training data. The method, system, and program product create a plurality of second data preparation pipelines from the first data preparation pipeline, wherein the set of first data transformation operators are converted to a set of second data transformation operators and each assigned to one of the plurality of second data preparation pipelines. The method, system, and program product deploy the plurality of second data preparation pipelines to a runtime system.

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Patent Owner(s)

Patent OwnerAddress
INTERNATIONAL BUSINESS MACHINES CORPORATIONNEW ORCHARD ROAD ARMONK NY 10504

International Classification(s)

Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Bendel, Peter Holzgerlingen, DE 41 373
Lin, Meichi Maggie San Jose, US 2 4
Liu, Heng Beijing, CN 179 1724
Min, Hong Hopewell Junction, US 81 824
Wei, Ke Wei Beijing, CN 42 207
Yu, Shuang Ys Beijing, CN 4 4
Zhang, Qi West Harrison, US 768 6016

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