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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.:

US 11526338 B1

PDFFull Text
Date of Patent:
Dec. 13, 2022

Filed:

Jul. 06, 2020

System and method for inferencing of data transformations through pattern decomposition

Applicant:

Oracle International Corporation, Redwood Shores, CA (US);

Inventors:

Ganesh Seetharaman, Redwood Shores, CA (US);

Alexander Sasha Stojanovic, Los Gatos, CA (US);

Hassan Heidari Namarvar, Mountain View, CA (US);

David Allan, Novato, CA (US);

Assignee:

ORACLE INTERNATIONAL CORPORATION, Redwood Shores, CA (US);

Attorney:

Tucker Ellis LLP

Primary Examiner:

Anibal Rivera

Int. Cl.
CPC ...
G06F 9/44 (2018.01); G06F 3/0484 (2022.01); G06F 8/41 (2018.01); G06N 20/00 (2019.01); G06F 16/14 (2019.01); G06F 16/21 (2019.01); G06F 16/25 (2019.01); G06F 16/435 (2019.01); G06F 16/23 (2019.01); G06N 5/04 (2006.01); G06Q 10/06 (2012.01); G06F 40/30 (2020.01); G06F 3/0482 (2013.01); G06F 17/18 (2006.01); G06N 5/02 (2006.01); G06F 8/10 (2018.01); G06F 8/34 (2018.01); G06F 3/042 (2006.01); G06F 3/06 (2006.01); G06F 9/50 (2006.01);
U.S. Cl.
CPC ...
G06F 8/433 (2013.01); G06F 3/0428 (2013.01); G06F 3/0482 (2013.01); G06F 3/0649 (2013.01); G06F 8/10 (2013.01); G06F 8/34 (2013.01); G06F 8/4452 (2013.01); G06F 16/144 (2019.01); G06F 16/211 (2019.01); G06F 16/2322 (2019.01); G06F 16/2358 (2019.01); G06F 16/254 (2019.01); G06F 16/435 (2019.01); G06F 17/18 (2013.01); G06F 40/30 (2020.01); G06N 5/022 (2013.01); G06N 5/04 (2013.01); G06N 5/046 (2013.01); G06N 20/00 (2019.01); G06Q 10/0637 (2013.01); G06F 9/5061 (2013.01);
Abstract

In accordance with various embodiments, described herein is a system (Data Artificial Intelligence system, Data AI system), for use with a data integration or other computing environment, that leverages machine learning (ML, DataFlow Machine Learning, DFML), for use in managing a flow of data (dataflow, DF), and building complex dataflow software applications (dataflow applications, pipelines). In accordance with an embodiment, the system can provide a service to recommend actions and transformations, on an input data, based on patterns identified from the functional decomposition of a data flow for a software application, including determining possible transformations of the data flow in subsequent applications. Data flows can be decomposed into a model describing transformations of data, predicates, and business rules applied to the data, and attributes used in the data flows.

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