Hi Nithin, yes it is possible to find % of a measure (attribute) and on aggregated dimensions.
you can calculate % of total of a attribute from below steps.
1. Create your table with measures.
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2. Right click on the field to perform % of total and click on quick table calculation and click on % of total.
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3. Now the field values are changed to % of total of that field.
Hope this helps you.