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Integrating Data Marts to Data Warehouse

If one has existing data marts, how can one integrate the same into a data warehouse project?
 
This page of 'Ask a question' is linked to:  Data Warehousing, BI business intelligence end-to-end view, Data Analysis/OLAP, BI platform Tools Evaluation,

There are many different approaches depending upon your situation. Please refer to the BI architecture components and BI architecture scenario, before you look at the answer. Some examples are:

  • Let the Data Mart OLAP sit over the top of new Data Warehouse Database. You will do this, if your data mart is functioning well. In this case, your ETL and Dimensional Data base (from where OLAP server picks the data) will be changed.
  • If you are creating a new data marts which have a significantly overlap with the existing Data Mart, you may create a new Data Mart. This will includes migrating the data from the OLAP server and loaded areas of the existing data mart to the new data mart OR recreating the entire Data Mart.
  • Sometime you leave the entire infrastructure of the existing data mart (ETL, Loading area, and OLAP) alone. You implement the data warehouse and over time move the data mart to the data warehouse environment.

There are many possible solutions, and it depends upon your organization context. Few desirable approaches:

  • Integrate the ETL first. Extraction, Transformation and Loading are the key to the Data Warehouse infrastructure and there a consistency and commonality, will help you accelerate the integration at OLAP and End-user tools level.
  • Plan ahead- Give a thought on your integration path, much before you start doing the modeling and planning.

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Relevant Links to this page
Expert's Answers → Entry criteria to start DW project → Expert's Answers → Online data feed to Data Warehouse. → Expert's Answers → Data Warehouse- Big Bang or Incremental → Expert's Answers → Dimensional model vs Relational model → Expert's Answers → Interview sequence for DW business requirements → Expert's Answers → Pre-configured reports- Do they work? → Expert's Answers → Business Intelligence vs Business Performance → Expert's Answers → Integrating Data Marts to Data Warehouse → Expert's Answers → EAI vs Data Warehouse → Expert's Answers → Operational Data Store vs Data Warehouse → Expert's Answers → Source of Enterprise Reporting → Expert's Answers → Data Warehouse Source System approach → Expert's Answers → ROI of Data Warehouse → Expert's Answers → Partial Customer Information → Expert's Answers → Source system re-writing in parallel to Data Warehouse → Expert's Answers → Alignment between Source Systems and Data Warehouse → Expert's Answers → Maximizing usage of Data Warehouse → Expert's Answers → Simultaneous launch of source system and Data Warehouse → Expert's Answers → Security Matrix of a Data Warehouse → Expert's Answers → ETL phase taking too long → Expert's Answers → Should Data Warehouse wait for Meta-Data initiative → Expert's Answers → Mismatch in Source vs Data Warehouse reporting. → Expert's Answers → Data Warehouse vs Data Mart vs Data Mining → 
 
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Relevant links to this page
Entry criteria to start DW project
Online data feed to Data Warehouse.
Data Warehouse- Big Bang or Incremental
Dimensional model vs Relational model
Interview sequence for DW business requirements
Pre-configured reports- Do they work?
Business Intelligence vs Business Performance
Integrating Data Marts to Data Warehouse
EAI vs Data Warehouse
Operational Data Store vs Data Warehouse
Source of Enterprise Reporting
Data Warehouse Source System approach
ROI of Data Warehouse
Partial Customer Information
Source system re-writing in parallel to Data Warehouse
Alignment between Source Systems and Data Warehouse
Maximizing usage of Data Warehouse
Simultaneous launch of source system and Data Warehouse
Security Matrix of a Data Warehouse
ETL phase taking too long
Should Data Warehouse wait for Meta-Data initiative
Mismatch in Source vs Data Warehouse reporting.
Data Warehouse vs Data Mart vs Data Mining
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