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AssigneeOracle International Corporation
InventorsGanesh Seetharaman, Alexander Sasha Stojanovic, Hassan Heidari Namarvar, David Allan
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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.
A method for use with a data integration or other computing environment comprising:
A system for providing recommendations of actions and transformations on an input data for use with a data integration or other computing environment, comprising:
A non-transitory computer readable storage medium, including instructions stored thereon which when read and executed by one or more computers cause the one or more computers to perform a method comprising:
Dependencies are inferred from the claim text.