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Star schema information


In computing, the star schema or star model is the simplest style of data mart schema and is the approach most widely used to develop data warehouses and dimensional data marts.[1] The star schema consists of one or more fact tables referencing any number of dimension tables. The star schema is an important special case of the snowflake schema, and is more effective for handling simpler queries.[2]

The star schema gets its name from the physical model's[3] resemblance to a star shape with a fact table at its center and the dimension tables surrounding it representing the star's points.

  1. ^ Dedić, N. and Stanier C., 2016., "An Evaluation of the Challenges of Multilingualism in Data Warehouse Development" in 18th International Conference on Enterprise Information Systems - ICEIS 2016, p. 196.
  2. ^ DWH Schemas, 2009, archived from the original on 16 July 2010
  3. ^ ", p. 708

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Star schema

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In computing, the star schema or star model is the simplest style of data mart schema and is the approach most widely used to develop data warehouses...

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Snowflake schema

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snowflake schema is similar to the star schema. However, in the snowflake schema, dimensions are normalized into multiple related tables, whereas the star schema's...

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Reverse star schema

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reverse star schema is a schema optimized for fast retrieval of large quantities of descriptive data. The design was derived from a warehouse star schema, and...

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Fact constellation

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extension of the star schema. A fact constellation schema has multiple fact tables. It is also known as galaxy schema. It is a widely used schema and more complex...

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Database schema

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The database schema is the structure of a database described in a formal language supported typically by a relational database management system (RDBMS)...

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Fact table

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facts of a business process. It is located at the center of a star schema or a snowflake schema surrounded by dimension tables. Where multiple fact tables...

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Data mart

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source systems Is built focused on a dimensional model using a star schema. Star schema - fairly popular design choice; enables a relational database to...

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Data model

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is an inevitable result of the process. Star schema The simplest style of data warehouse schema. The star schema consists of a few "fact tables" (possibly...

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Data warehouse

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facts. The combination of facts and dimensions is sometimes called a star schema. The access layer helps users retrieve data. The main source of the data...

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Database model

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entity–relationship model Object model Document model Entity–attribute–value model Star schema An object–relational database combines the two related structures. Physical...

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Data vault modeling

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implementations can scale out without the need for major redesign. Unlike the star schema (dimensional modelling) and the classical relational model (3NF), data...

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OLAP cube

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expenses, budget and forecast. OLAP data is typically stored in a star schema or snowflake schema in a relational data warehouse or in a special-purpose data...

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PostgreSQL

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large fact table to smaller dimension tables such as those arranged in a star schema). k-nearest neighbors (k-NN) indexing (also referred to KNN-GiST) provides...

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Hierarchical Data Format

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The HDF5 data storage mechanism can be simpler and faster than an SQL star schema.[example needed] Criticism of HDF5 follows from its monolithic design...

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Power Query

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query models and compute advanced measures Logical data model, hereunder star schema with fact table and dimension tables Data versai DougKlopfenstein. "Power...

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Anchor modeling

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relational database will mostly be in the sixth normal form. Unlike the star schema (dimensional modelling) and the classical relational model (3NF), data...

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SQL

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stream management system NoSQL MUMPS Hierarchical database model Star schema Snowflake schema Paul, Ryan (24 October 2005). "A guided tour of the Microsoft...

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Bitmap index

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large fact table to smaller dimension tables such as those arranged in a star schema. Continuing the internet access example, a bitmap index may be logically...

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Microsoft Power BI

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(Dataflow), an intermediary data mart (with for instance storage of star schemas, dimension tables, fact tables), and finally the modelling layer (dataset)...

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Relational database

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(Relational Online Analytical Processing) Relational transducer Snowflake schema SQL Star schema Hastings, Jordan (2003). Portable Software Tools for Managing and...

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Database

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entity–relationship model Object model Document model Entity–attribute–value model Star schema An object–relational database combines the two related structures. Physical...

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Apache Druid

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compared the performance of Hive, Presto, and Druid using a denormalized Star Schema Benchmark based on the TPC-H standard. Druid was tested using both a...

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Online analytical processing

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or averaging. The cube metadata is typically created from a star schema or snowflake schema or fact constellation of tables in a relational database. Measures...

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Bill Inmon

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ISBN 978-1634623315 Inmon, William H.; Puppini, Francesco (2020), The Unified Star Schema: An Agile and Resilient Approach to Data Warehouse and Analytics Design...

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Denormalization

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which it will be joined Star schemas, which are also known as fact-dimension models and have been extended to snowflake schemas Prebuilt summarization...

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IBM Z

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various XML System Services, IPSec offload, certain parts of IBM DB2 DRDA, star schema, IBM HiperSockets for large messages, and the IBM GBS Scalable Architecture...

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