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Data Warehouses Dr S.Natarajan
Introduction
A Brief History of  Information Technology ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Databases for Decision Support ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Databases for Decision Support ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
OLTP vs. OLAP ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Why OLAP & OLTP don’t mix (1) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Different performance requirements
Why OLAP & OLTP don’t mix (2) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Different data modeling requirements
Why OLAP & OLTP don’t mix (3) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Analysis requires data from many sources
[object Object],[object Object],[object Object],[object Object]
Organizational Data Flow and Data Storage Components
Loading the Data Warehouse Source Systems Data Staging Area Data Warehouse (OLTP) Data is periodically extracted Data is cleansed and transformed Users query the data warehouse
Characteristics of a Data Warehouse ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
A Data Warehouse is  Subject  Oriented
Data in a Data Warehouse are Integrated
The Data Warehouse Architecture ,[object Object],[object Object],[object Object],[object Object],[object Object]
The Data Warehouse Architecture (cont.) ,[object Object],[object Object],[object Object],[object Object],[object Object]
Components of the Data   Warehouse   Architecture
Data   Warehousing   Typology ,[object Object],[object Object],[object Object]
Data Have Data -- The Metadata ,[object Object],[object Object],[object Object]
The Metadata in Action ,[object Object],[object Object],[object Object]
Implementing the Data Warehouse ,[object Object],[object Object],[object Object],[object Object]
“ Seven Deadly Sins”, continued ,[object Object],[object Object],[object Object],[object Object]
The Future of Data Warehousing ,[object Object],[object Object],[object Object],[object Object]
Data Integration is Hard ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Federated Databases ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Data Warehouse Federated Database Source Systems Source Systems Warehouse Mediator Query Answer Query Extraction Rewritten  Queries Answer
Warehouses vs. Federation ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object]

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