AU2017255561B2 - Learning from historical logs and recommending database operations on a data-asset in an ETL tool - Google Patents

Learning from historical logs and recommending database operations on a data-asset in an ETL tool Download PDF

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AU2017255561B2
AU2017255561B2 AU2017255561A AU2017255561A AU2017255561B2 AU 2017255561 B2 AU2017255561 B2 AU 2017255561B2 AU 2017255561 A AU2017255561 A AU 2017255561A AU 2017255561 A AU2017255561 A AU 2017255561A AU 2017255561 B2 AU2017255561 B2 AU 2017255561B2
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data
context data
probabilities
database
application
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AU2017255561A1 (en
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Atreyee Dey
Udayakumar Dhansingh
Sanjay Kaluskar
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Informatica LLC
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Informatica LLC
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    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/25—Integrating or interfacing systems involving database management systems
    • G06F16/254—Extract, transform and load [ETL] procedures, e.g. ETL data flows in data warehouses
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/23—Updating
    • G06F16/2358—Change logging, detection, and notification
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/24—Querying
    • G06F16/245—Query processing
    • G06F16/2457—Query processing with adaptation to user needs
    • G06F16/24575—Query processing with adaptation to user needs using context
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/25—Integrating or interfacing systems involving database management systems
    • G06F16/258—Data format conversion from or to a database
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/28—Databases characterised by their database models, e.g. relational or object models
    • G06F16/283—Multi-dimensional databases or data warehouses, e.g. MOLAP or ROLAP
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/90—Details of database functions independent of the retrieved data types
    • G06F16/903—Querying
    • G06F16/9032—Query formulation
    • G06F16/90324—Query formulation using system suggestions
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Databases & Information Systems (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Data Mining & Analysis (AREA)
  • General Engineering & Computer Science (AREA)
  • Software Systems (AREA)
  • Mathematical Physics (AREA)
  • Computational Linguistics (AREA)
  • Evolutionary Computation (AREA)
  • Computing Systems (AREA)
  • Medical Informatics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Artificial Intelligence (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
AU2017255561A 2016-04-26 2017-04-26 Learning from historical logs and recommending database operations on a data-asset in an ETL tool Active AU2017255561B2 (en)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US15/139,186 US10324947B2 (en) 2016-04-26 2016-04-26 Learning from historical logs and recommending database operations on a data-asset in an ETL tool
US15/139,186 2016-04-26
PCT/US2017/029583 WO2017189693A1 (en) 2016-04-26 2017-04-26 Learning from historical logs and recommending database operations on a data-asset in an etl tool

Publications (2)

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AU2017255561A1 AU2017255561A1 (en) 2018-12-13
AU2017255561B2 true AU2017255561B2 (en) 2020-11-26

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AU2017255561A Active AU2017255561B2 (en) 2016-04-26 2017-04-26 Learning from historical logs and recommending database operations on a data-asset in an ETL tool

Country Status (6)

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US (1) US10324947B2 (enExample)
EP (1) EP3449334A4 (enExample)
JP (1) JP6843882B2 (enExample)
AU (1) AU2017255561B2 (enExample)
CA (1) CA3022113A1 (enExample)
WO (1) WO2017189693A1 (enExample)

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US11323564B2 (en) * 2018-01-04 2022-05-03 Dell Products L.P. Case management virtual assistant to enable predictive outputs
JP7246095B2 (ja) * 2018-02-09 2023-03-27 国立大学法人静岡大学 機械学習システム及び機械学習方法
JP7119411B2 (ja) * 2018-02-16 2022-08-17 日本電気株式会社 データベース装置、データ管理方法、及びコンピュータ・プログラム
US12190250B2 (en) * 2018-03-16 2025-01-07 International Business Machines Corporation Contextual intelligence for unified data governance
US11908573B1 (en) 2020-02-18 2024-02-20 C/Hca, Inc. Predictive resource management
US11531929B2 (en) * 2018-11-09 2022-12-20 Citrix Sysiems, Inc. Systems and methods for machine generated training and imitation learning
US11636071B2 (en) * 2020-01-10 2023-04-25 Salesforce.Com, Inc. Database replication error recovery based on supervised learning
CN111324455A (zh) * 2020-02-10 2020-06-23 浙江中智达科技有限公司 工业云平台调度方法、装置及系统
US11455316B2 (en) 2020-02-28 2022-09-27 Clumio, Inc. Modification of data in a time-series data lake
US11379500B2 (en) * 2020-03-30 2022-07-05 Sap Se Automated data integration, reconciliation, and self healing using machine learning
US11763178B2 (en) 2020-05-29 2023-09-19 Capital One Services, Llc Predictive scheduling and execution of data analytics applications based on machine learning techniques
CN113392174A (zh) * 2020-08-28 2021-09-14 郭举 基于大数据和人工智能的信息解析方法及系统
US11886891B2 (en) * 2021-09-10 2024-01-30 Sap Se Context-based multiexperience element dynamically generated using natural language processing
CN117055479B (zh) * 2023-07-19 2024-05-24 河南上恒医药科技有限公司 口服溶液药物生产过程中设备状态监控方法及系统

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Also Published As

Publication number Publication date
EP3449334A4 (en) 2019-12-25
EP3449334A1 (en) 2019-03-06
CA3022113A1 (en) 2017-11-02
JP6843882B2 (ja) 2021-03-17
US10324947B2 (en) 2019-06-18
JP2019519027A (ja) 2019-07-04
AU2017255561A1 (en) 2018-12-13
US20170308595A1 (en) 2017-10-26
WO2017189693A1 (en) 2017-11-02

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