In a data warehouse, the main mode of access is a relational database storage paradigm, in which the structure of the data was predetermined at the time the database was designed.
FORBES: Big Data Requires a Big, New Architecture
With a relational database, you start with the domain objects, and represent them in a way that guarantees that virtually any query can be expressed.
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