The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Mar. 08, 2022
Filed:
Nov. 23, 2018
Amazon Technologies, Inc., Seattle, WA (US);
Timothy Jones, Brier, WA (US);
Andrew Borthwick, Kirkland, WA (US);
Sergei Dobroshinsky, Issaquah, WA (US);
Shehzad Qureshi, North Bend, WA (US);
Stephen Michael Ash, Seattle, WA (US);
Pedrito Uriah Maynard-Zhang, Issaquah, WA (US);
Chethan Kommaranahalli Rudramuni, Seattle, WA (US);
Abhishek Sharma, Seattle, WA (US);
Juliana Saussy, Seattle, WA (US);
Adam Lawrence Joseph Heinermann, Vancouver, CA;
Alaykumar Navinchandra Desai, Santa Clara, CA (US);
Mehul A. Shah, Saratoga, CA (US);
Mehul Y. Shah, Redmond, WA (US);
Anurag Windlass Gupta, Atherton, WA (US);
Prajakta Datta Damle, San Jose, CA (US);
Amazon Technologies, Inc., Seattle, WA (US);
Abstract
Specified performance attributes may be used to configure machine learning transformations for ETL jobs. Performance attributes for a machine learning pipeline that applies a model to as part of a transformation for an ETL job may be used to configure a parameter in a stage of the machine learning pipeline. The configured stage may then be used when training the model. The trained machine learning pipeline may then be applied as part of a transformation operation included in an ETL job performed by the ETL system.