BI tools rollup the measures, so we keep the measures additive if possible. For example, we won't pre-calculate and keep the KPI "Unit per Transaction (UPT)" in single measure column as a ratio. Instead, we keep two measures, "Number of Units" and "Number of Transactions".
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We usually implement the multi-dimensional data model in RDBMS or CUBE. Today, we focus on the Constraints and indexes in multi-dimensional ...
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Measures are the values in your fact tables which provide numeric meaning to the business process event. There are three kinds of numeric me...
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We always recommend to flatten the (fixed-depth) hierarchy information into the dimension. It is how we keep the star schema simple and nice...
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