Typical pain points in high-end data warehousing

Number of concurrent users increasing. Adding a department, new application, Web.

Amount of detail data increasing. Add subject areas, new applications, more drill down analysis, more users

Greater complexity of data model, queries. Multi-subject areas, n-way table join

Results: Queries that used to take minutes, now take hours

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