OLAP stands for On-Line
Analytical Processing. The first attempt to provide a definition to OLAP was by
Dr. Codd, who proposed 12 rules for OLAP. Later, it was discovered that this
particular white paper was sponsored by one of the OLAP tool vendors, thus
causing it to lose objectivity. The OLAP Report has proposed the FASMI
test, Fast Analysis of Shared
Multidimensional Information. For a more
detailed description of both Dr. Codd's rules and the FASMI test, please
visit The OLAP Report.
For people on the business side, the key feature out of the above list is
"Multidimensional." In other words, the ability to analyze metrics in different
dimensions such as time, geography, gender, product, etc. For example, a sale
for the company is up. What region is most responsible for this increase? Which
store in this region is most responsible for the increase? What particular
product category or categories contributed the most to the increase? Answering
these types of questions in order means that you are performing an OLAP
analysis.
Depending on the underlying technology used, OLAP can be
braodly divided into two different camps: MOLAP and ROLAP. A discussion of the
different OLAP types can be found in the MOLAP, ROLAP, and HOLAP section.
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- kareem