CA3022113A1 - 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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Publication number
CA3022113A1
CA3022113A1 CA3022113A CA3022113A CA3022113A1 CA 3022113 A1 CA3022113 A1 CA 3022113A1 CA 3022113 A CA3022113 A CA 3022113A CA 3022113 A CA3022113 A CA 3022113A CA 3022113 A1 CA3022113 A1 CA 3022113A1
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CA
Canada
Prior art keywords
data
context data
database
application
predictive model
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
CA3022113A
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English (en)
French (fr)
Inventor
Atreyee Dey
Sanjay Kaluskar
Udayakumar Dhansingh
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Informatica LLC
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Informatica LLC
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Publication date
Application filed by Informatica LLC filed Critical Informatica LLC
Publication of CA3022113A1 publication Critical patent/CA3022113A1/en
Pending legal-status Critical Current

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Classifications

    • 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)
CA3022113A 2016-04-26 2017-04-26 Learning from historical logs and recommending database operations on a data-asset in an etl tool Pending CA3022113A1 (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 (1)

Publication Number Publication Date
CA3022113A1 true CA3022113A1 (en) 2017-11-02

Family

ID=60090217

Family Applications (1)

Application Number Title Priority Date Filing Date
CA3022113A Pending CA3022113A1 (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)

Country Link
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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Also Published As

Publication number Publication date
EP3449334A4 (en) 2019-12-25
EP3449334A1 (en) 2019-03-06
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
AU2017255561B2 (en) 2020-11-26

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