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Data Vault

Data Vault

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**Data Vault**

What is Data Vault?

Data Vault is a data modeling method designed to provide long-term historical storage of data coming from multiple operational systems. It's primarily used for building enterprise data warehouses and business intelligence systems. The method uses a hub-and-spoke architecture around business concepts (hubs), relationships between those concepts (links), and descriptive attributes (satellites). Data Vault emphasizes auditability, traceability, and scalability, making it well-suited for environments with evolving data sources and complex integration requirements.

What other technologies are related to Data Vault?

Data Vault Competitor Technologies

Kimball
Kimball is a dimensional modeling approach that is an alternative to Data Vault's focus on auditability and traceability. It is a more agile approach that might not support all the use cases.
3NF
3NF (Third Normal Form) is a database normalization approach often used in traditional data warehousing, and competes with Data Vault's focus on historical data and auditability.
Inmon
Inmon is a top-down data warehousing approach (CIF) where the data warehouse serves as the single source of truth, which contrasts with Data Vault's more modular approach.
Star Schema
Star schema is a dimensional modeling technique primarily used in data marts, typically associated with Kimball's approach, and is therefore an alternative to the Data Vault modeling approach.
Dimensional
Dimensional modeling is an alternative to Data Vault, focusing on optimizing data for reporting and analysis rather than auditability and historical tracking.
Dimensional Modelling
Dimensional modeling is an alternative to Data Vault, focusing on optimizing data for reporting and analysis rather than auditability and historical tracking.
Snowflake Schema
Snowflake schema is a dimensional modeling technique primarily used in data marts, typically associated with Kimball's approach, and is therefore an alternative to the Data Vault modeling approach.
Data Mesh
Data Mesh is a decentralized approach to data management, often seen as an alternative to centralized data warehouses built with methodologies like Data Vault. While Data Vault can be deployed within a Data Mesh, the architectural paradigm is different.
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