Use of Dimensions in APO DP Planning Object Structures

In APO DP Planning Objct Structures, I know that it's possible to assign Dimensions to characteristics.
The standard help documentation suggests this is 'to improve performance'.
Can anyone give practical guidance about how to assign Dimensions to improve performance?
Thanks,
Bob Austin

the characterisitcs are grouped logically using the Dimensions
the use of dimensions allows data to be stored in a combination of dimension tables and fact tables
the dimention table consists of the dimension number, a primary key characteristics you assign to the dimension
the primary keys from various dimension tables link up at the fact table and to the values stored in it
so you can think of a star schema of tables with the dimension acting as the link
so when you look for a particular value the dimension table is first quesried based on which the fact table the primary key is linked to is looked up
in order to improve performance, make sure you dont assign too many characterisitics to one dimension
try to logically group the characterisitics - geography for eg can be made of state, region (not material type)
you can also try to match the dimension with the selections you will be using in the planning book,
dimension tables could grow as your characteristic values increase so SAP advices you keep an eye on it (i am not sure of how functionally you can help this but i believe basis will be able to help you with allocating space on an oversized table)
there is a document somewhere in sap marketplace that i am not able to find a link... hopefully someone will link it up here

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