In the data warehousing field, we often hear about
discussions on where a person / organization's philosophy falls into Bill
Inmon's camp or into Ralph Kimball's camp. We describe below the difference
between the two.
Bill Inmon's paradigm: Data warehouse is one
part of the overall business intelligence system. An enterprise has one data
warehouse, and data marts source their information from the data warehouse. In
the data warehouse, information is stored in 3rd normal form.
Ralph Kimball's paradigm:
Data warehouse is the conglomerate of all data marts within the enterprise.
Information is always stored in the dimensional model.
There is no right or wrong between these two ideas, as they
represent different data warehousing philosophies. In reality, the data
warehouse in most enterprises are closer to Ralph Kimball's idea. This is
because most data warehouses started out as a departmental effort, and hence
they originated as a data mart. Only when more data marts are built later do
they evolve into a data warehouse.
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- kareem