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Filtered data from several sources is stored in a single repository
(called "data warehouse"). This data is combined into a unified schema.
A data warehouse often contains historical and summarized data
which is used for decision support.
- Picture
- Motivation: Why would we want to materialize data?
OLTP (On-Line Transaction Processing) vs OLAP
- Terabytes of data
- Workloads are query intensive; queries are complex
- OLAP data is modeled multi-dimensionally
- What is involved in building a data warehouse?
(** For each of this steps mention the main research issues)
- Modeling and design
- Maintenance (creation and refreshing)
- Operation
- Known implementations
- Squirrel
- WHIPS
Emine N. Tatbul
2001-03-19