KR102627690B1 - Sql 질의 플랜들을 최적화하기 위한 차원 콘텍스트 전파 기술들 - Google Patents

Sql 질의 플랜들을 최적화하기 위한 차원 콘텍스트 전파 기술들 Download PDF

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KR102627690B1
KR102627690B1 KR1020207023647A KR20207023647A KR102627690B1 KR 102627690 B1 KR102627690 B1 KR 102627690B1 KR 1020207023647 A KR1020207023647 A KR 1020207023647A KR 20207023647 A KR20207023647 A KR 20207023647A KR 102627690 B1 KR102627690 B1 KR 102627690B1
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query plan
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하리쉬 부타니
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오라클 인터내셔날 코포레이션
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    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/24Querying
    • G06F16/245Query processing
    • G06F16/2453Query optimisation
    • G06F16/24534Query rewriting; Transformation
    • G06F16/24542Plan optimisation
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/24Querying
    • G06F16/245Query processing
    • G06F16/2455Query execution
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/24Querying
    • G06F16/248Presentation of query results
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/28Databases characterised by their database models, e.g. relational or object models
    • G06F16/283Multi-dimensional databases or data warehouses, e.g. MOLAP or ROLAP
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00Administration; Management
    • G06Q10/06Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
    • G06Q10/063Operations research, analysis or management
    • G06Q10/0639Performance analysis of employees; Performance analysis of enterprise or organisation operations

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  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
KR1020207023647A 2018-01-16 2019-01-16 Sql 질의 플랜들을 최적화하기 위한 차원 콘텍스트 전파 기술들 Active KR102627690B1 (ko)

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US201862617970P 2018-01-16 2018-01-16
US62/617,970 2018-01-16
US201862747642P 2018-10-18 2018-10-18
US62/747,642 2018-10-18
US16/248,061 US11036735B2 (en) 2018-01-16 2019-01-15 Dimension context propagation techniques for optimizing SQL query plans
US16/248,061 2019-01-15
PCT/US2019/013827 WO2019143705A1 (en) 2018-01-16 2019-01-16 Dimension context propagation techniques for optimizing sql query plans

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Families Citing this family (62)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US11494378B2 (en) * 2018-06-19 2022-11-08 Salesforce, Inc. Runtime optimization of grouping operators
US11392592B2 (en) * 2018-11-05 2022-07-19 Sindice Limited Method for efficient backend evaluation of aggregates on composite relationships in a relationally mapped ER model
US11599539B2 (en) * 2018-12-26 2023-03-07 Palantir Technologies Inc. Column lineage and metadata propagation
US10970272B2 (en) * 2019-01-31 2021-04-06 Sap Se Data cloud—platform for data enrichment
CN110263105B (zh) * 2019-05-21 2021-09-10 北京百度网讯科技有限公司 查询处理方法、查询处理系统、服务器和计算机可读介质
EP3959635A1 (en) * 2019-05-29 2022-03-02 Sigma Computing, Inc. Row-level worksheet security
US11086894B1 (en) * 2019-06-25 2021-08-10 Amazon Technologies, Inc. Dynamically updated data sheets using row links
US11194793B1 (en) 2019-06-25 2021-12-07 Amazon Technologies, Inc. Dynamically materialized views for sheets based data
EP4014126A4 (en) * 2019-08-15 2023-08-16 Telepathy Labs, Inc. System and method for querying multiple data sources
US12271375B2 (en) 2019-09-10 2025-04-08 Wind Jammer Technologies, LLC Disaggregated query processing utilizing precise, parallel, asynchronous shared storage repository access
JP7383799B2 (ja) * 2019-09-13 2023-11-20 タブロー ソフトウェア,エルエルシー マルチファクトデータセットのデータ視覚化を生成するための適切な測度集計の活用
US11449796B2 (en) * 2019-09-20 2022-09-20 Amazon Technologies, Inc. Machine learning inference calls for database query processing
US11263220B2 (en) 2019-09-27 2022-03-01 Amazon Technologies, Inc. On-demand execution of object transformation code in output path of object storage service
US11656892B1 (en) * 2019-09-27 2023-05-23 Amazon Technologies, Inc. Sequential execution of user-submitted code and native functions
US11550944B2 (en) 2019-09-27 2023-01-10 Amazon Technologies, Inc. Code execution environment customization system for object storage service
CN110968895B (zh) * 2019-11-29 2022-04-05 北京百度网讯科技有限公司 一种数据的处理方法、装置、电子设备及存储介质
US11681708B2 (en) 2019-12-26 2023-06-20 Snowflake Inc. Indexed regular expression search with N-grams
US10769150B1 (en) 2019-12-26 2020-09-08 Snowflake Inc. Pruning indexes to enhance database query processing
US12050605B2 (en) 2019-12-26 2024-07-30 Snowflake Inc. Indexed geospatial predicate search
US11308090B2 (en) * 2019-12-26 2022-04-19 Snowflake Inc. Pruning index to support semi-structured data types
US10997179B1 (en) 2019-12-26 2021-05-04 Snowflake Inc. Pruning index for optimization of pattern matching queries
US11372860B2 (en) * 2019-12-26 2022-06-28 Snowflake Inc. Processing techniques for queries where predicate values are unknown until runtime
US11567939B2 (en) 2019-12-26 2023-01-31 Snowflake Inc. Lazy reassembling of semi-structured data
US11144527B2 (en) * 2020-01-14 2021-10-12 International Business Machines Corporation Optimizing database table scans in the presence of ordered data
US11392607B2 (en) * 2020-01-30 2022-07-19 International Business Machines Corporation Automatic feature engineering during online scoring phase
US20210311942A1 (en) * 2020-04-02 2021-10-07 International Business Machines Corporation Dynamically altering a query access plan
CN111597209B (zh) * 2020-04-30 2023-11-14 清华大学 一种数据库物化视图构建系统、方法以及系统创建方法
US11301517B2 (en) * 2020-05-07 2022-04-12 Ebay Inc. Method and system for identifying, managing, and monitoring data dependencies
US11288271B2 (en) * 2020-05-28 2022-03-29 Microsoft Technology Licensing, Llc Data lake workload optimization through explaining and optimizing index recommendations
US11468102B2 (en) * 2020-06-05 2022-10-11 Teradata Us, Inc. Optimizing limit queries over analytical functions
US12174834B2 (en) * 2020-07-07 2024-12-24 AtScale, Inc. Datacube access connectors
US12026161B2 (en) * 2020-07-07 2024-07-02 AtScale, Inc. Hierarchical datacube query plan generation
US11216462B1 (en) 2020-08-14 2022-01-04 Snowflake Inc. Transient materialized view rewrite
US12216650B2 (en) * 2020-09-25 2025-02-04 Oracle International Corporation System and method for use of a fragmented query model in an analytic applications environment
US11580123B2 (en) * 2020-11-13 2023-02-14 Google Llc Columnar techniques for big metadata management
US11379485B2 (en) * 2020-12-08 2022-07-05 Sap Se Inferred predicates for query optimization
PT116969A (pt) * 2020-12-23 2022-06-23 Altice Labs S A Geração de plano de computação de principais indicadores de desempenho
EP4275133A4 (en) * 2021-01-07 2024-11-13 Telepathy Labs, Inc. SYSTEM AND METHOD FOR ANALYZING DATA FROM MULTIPLE DATA SOURCES
US20220245470A1 (en) * 2021-02-03 2022-08-04 Asserts Inc. Automatically generating an application knowledge graph
CN115599811A (zh) * 2021-07-09 2023-01-13 华为技术有限公司(Cn) 数据处理的方法、装置和计算系统
US20230081212A1 (en) * 2021-08-27 2023-03-16 Oracle International Corporation System and method for providing multi-hub datasets for use with data analytics environments
US11782921B2 (en) * 2021-11-08 2023-10-10 Google Llc Columnar cache query using hybrid query execution plan
CN113792079B (zh) * 2021-11-17 2022-02-08 腾讯科技(深圳)有限公司 数据查询方法、装置、计算机设备和存储介质
DK181649B1 (en) * 2021-12-30 2024-09-04 Agillic As System for and computer-implemented method of large-scale data communication
US12197440B2 (en) 2022-03-24 2025-01-14 International Business Machines Corporation Database query performance improvement
KR102776086B1 (ko) 2022-04-11 2025-03-07 주식회사 이노와이어리스 사용자의 쿼리 패턴을 이용한 쿼리 성능 향상 방법
CN114925086A (zh) * 2022-05-06 2022-08-19 北京天予运通科技有限公司 自服务数据平台
US11960463B2 (en) * 2022-05-23 2024-04-16 Sap Se Multi-fragment index scan
US12222939B2 (en) * 2022-06-06 2025-02-11 Microsoft Technology Licensing, Llc Systems and methods for accelerating and optimizing groupwise comparison in relational databases
US11893016B1 (en) 2022-10-26 2024-02-06 Snowflake Inc. Secure predicate derivation of queries using metadata
US11880369B1 (en) 2022-11-21 2024-01-23 Snowflake Inc. Pruning data based on state of top K operator
KR102649770B1 (ko) * 2023-01-10 2024-03-21 쿠팡 주식회사 정보를 제공하는 방법 및 이를 지원하는 전자 장치
US12417822B2 (en) * 2023-05-04 2025-09-16 Click Therapeutics, Inc. Management and coordination of data for digital therapeutics trials
CN116303833B (zh) * 2023-05-18 2023-07-21 联通沃音乐文化有限公司 一种基于olap的向量化数据混合存储方法
US12380110B2 (en) * 2023-07-11 2025-08-05 Sap Se Table scan predicate with integrated semi-join filter
US12405952B2 (en) * 2023-11-29 2025-09-02 Google Llc Zero knowledge response
CN117520385B (zh) * 2024-01-05 2024-04-16 凯美瑞德(苏州)信息科技股份有限公司 一种基于探索价值和查询代价的数据库查询优化方法
CN117591547B (zh) * 2024-01-18 2024-09-27 中昊芯英(杭州)科技有限公司 数据库的查询方法、装置、终端设备以及存储介质
US12259902B1 (en) * 2024-03-05 2025-03-25 Sap Se Federating multidimensional OLAP data from different sources
US12361000B1 (en) * 2024-03-19 2025-07-15 Paypal, Inc. Automatic query and data retrieval optimization through procedural generation of data tables from query patterns
CN118467669B (zh) * 2024-05-09 2025-02-25 深圳计算科学研究院 索引构建方法、字段搜索方法、装置、设备及介质
US12367195B1 (en) * 2024-06-17 2025-07-22 Visa International Service Association Query record estimator

Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20130173528A1 (en) * 2011-12-29 2013-07-04 International Business Machines Corporation Multi-fact query processing in data processing system

Family Cites Families (20)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US6014656A (en) 1996-06-21 2000-01-11 Oracle Corporation Using overlapping partitions of data for query optimization
US7080062B1 (en) * 1999-05-18 2006-07-18 International Business Machines Corporation Optimizing database queries using query execution plans derived from automatic summary table determining cost based queries
US7133865B1 (en) * 1999-07-21 2006-11-07 Torben Bach Pedersen Method and systems for making OLAP hierarchies summarisable
JP2001243242A (ja) * 2000-02-25 2001-09-07 Hitachi Ltd 問合せ処理方法およびそれを実施するデータベース管理システムその処理プログラムを格納した記録媒体
JP2002007435A (ja) * 2000-06-20 2002-01-11 Nec Corp 対話的分析データベースシステム及び対話的分析プログラムを記録した記録媒体
US6567802B1 (en) * 2000-09-06 2003-05-20 The Trustees Of The University Of Pennsylvania Systematic approach to query optimization
US7383246B2 (en) * 2003-10-31 2008-06-03 International Business Machines Corporation System, method, and computer program product for progressive query processing
US8086598B1 (en) * 2006-08-02 2011-12-27 Hewlett-Packard Development Company, L.P. Query optimizer with schema conversion
US8108399B2 (en) * 2007-05-18 2012-01-31 Microsoft Corporation Filtering of multi attribute data via on-demand indexing
US8352458B2 (en) * 2008-05-07 2013-01-08 Oracle International Corporation Techniques for transforming and loading data into a fact table in a data warehouse
US8161035B2 (en) * 2009-06-04 2012-04-17 Oracle International Corporation Query optimization by specifying path-based predicate evaluation in a path-based query operator
US9043310B2 (en) * 2011-11-08 2015-05-26 International Business Machines Corporation Accessing a dimensional data model when processing a query
US8762407B2 (en) 2012-04-17 2014-06-24 Renmin University Of China Concurrent OLAP-oriented database query processing method
US9043309B2 (en) * 2012-06-05 2015-05-26 Oracle International Corporation SQL transformation-based optimization techniques for enforcement of data access control
US20150088919A1 (en) * 2013-09-20 2015-03-26 Oracle International Corporation Transforming a query to reuse stored data
US9477724B2 (en) * 2014-06-23 2016-10-25 Sap Se Framework for visualizing re-written queries to database
US9747331B2 (en) 2014-10-06 2017-08-29 International Business Machines Corporation Limiting scans of loosely ordered and/or grouped relations in a database
US10133778B2 (en) * 2015-11-20 2018-11-20 Sap Se Query optimization using join cardinality
US10762037B2 (en) * 2016-03-25 2020-09-01 Hitachi, Ltd Data processing system
US10528599B1 (en) * 2016-12-16 2020-01-07 Amazon Technologies, Inc. Tiered data processing for distributed data

Patent Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20130173528A1 (en) * 2011-12-29 2013-07-04 International Business Machines Corporation Multi-fact query processing in data processing system

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KR20200106950A (ko) 2020-09-15
JP2021511582A (ja) 2021-05-06
EP3740880A1 (en) 2020-11-25
JP7273045B2 (ja) 2023-05-12
US20190220464A1 (en) 2019-07-18
WO2019143705A1 (en) 2019-07-25
US11036735B2 (en) 2021-06-15
CN111971666A (zh) 2020-11-20
CN111971666B (zh) 2024-10-29

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