This illustration shows the four key differences between OLTP systems and a data warehouse:

  1. The OLTP has few Indexes, while a data warehouse has many.
  2. The OLTP has many Joins, while a data warehouse has some.
  3. The OLTP's Duplicated Data are Normalized DBMS, and Denormalized DBMS in a data warehouse.
  4. Derived Data and Aggregates are Rare in OLTP, but Common in a data warehouse.