System and method for automated mapping of data types for use with dataflow environments

An automatic mapping and data technology, applied in special data processing applications, input/output processes of data processing, reasoning methods, etc., can solve problems such as different distributed applications

Active Publication Date: 2018-10-26
ORACLE INT CORP
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, due to differences in, for example, the data types supported by distributed applications or the execution environments of distributed applications, distributed applications may differ significantly in their configurations

Method used

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  • System and method for automated mapping of data types for use with dataflow environments
  • System and method for automated mapping of data types for use with dataflow environments
  • System and method for automated mapping of data types for use with dataflow environments

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Embodiment Construction

[0068] The foregoing, together with additional embodiments and features thereof, will become apparent by reference to the following description, including specification, claims and drawings. In the following description, for purposes of explanation, specific details are set forth in order to provide a thorough understanding of various embodiments of the invention. It will be apparent, however, that various embodiments may be practiced without these specific details. The following description, including specification, claims and drawings, is not intended to be limiting.

[0069] introduce

[0070] According to various embodiments, described herein is for use with data integration or other computing environments utilizing machine learning (ML, DataFlow Machine Learning, DFML), for managing data flows (dataflow, DF) and building complex Systems (data artificial intelligence systems, data AI systems) used in dataflow software applications (dataflow applications, pipelines).

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Abstract

In accordance with various embodiments, described herein is a system (Data Artificial Intelligence system, Data Al 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). Inaccordance with an embodiment, the system can provide support for auto-mapping of complex data structures, datasets or entities, between one or more sources or targets of data, referred to herein insome embodiments as HUBs. The auto-mapping can be driven by a metadata, schema, and statistical profiling of a dataset; and used to map a source dataset or entity associated with an input HUB, to a target dataset or entity or vice versa, to produce an output data prepared in a format or organization (projection) for use with one or more output HUBs.

Description

[0001] Copyright Notice [0002] Portions of the disclosure of this patent document contain material that is subject to copyright protection. The copyright owner has no objection to the facsimile reproduction by anyone of the patent document or the patent disclosure as it appears in the Patent and Trademark Office's patent files or records, but otherwise reserves all copyrights in all instances. [0003] Priority claims: [0004] This application requires application number 62 / 378,143 filed on August 22, 2016 and titled "SYSTEM ANDMETHOD FOR AUTOMATED MAPPING OF DATA TYPES BETWEEN CLOUD AND DATABASESERVICES"; application number 62 / filed on August 22, 2016 378,146, titled "SYSTEM AND METHODFOR DYNAMIC, INCREMENTAL RECOMMENDATIONS WITHIN REAL-TIME VISUAL SIMULATION"; Application No. 62 / 378,147, filed August 22, 2016, titled "SYSTEM AND METHOD FORINFERENCING OF DATA TRANSFORMATION COMMUNATIONS THROITER POS ; Application No. 62 / 378,150, filed August 22, 2016, entitled "SYSTEM AND...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06N5/02G06F9/50
CPCG06F9/5061G06N5/04G06Q10/0637G06F16/144G06F16/211G06F16/254G06F16/435G06F16/2322G06F16/2358G06N20/00G06F40/30G06F3/0482G06F17/18G06N5/022G06F8/10G06F8/34G06F8/433G06F8/4452G06N5/046G06F3/0428G06F3/0649
Inventor H·H·纳玛瓦尔A·S·斯托贾诺维克D·阿兰G·西萨拉曼
Owner ORACLE INT CORP
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