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dedicated server for analysis services

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I have one business group that creates a ton of cubes via analysis services right now that are on SQL 2008. However, I've recently started moving everything over to SQL2012 so with that said. Do you all run Analysis Services on the same server as all your other SQL databases or do you run this on a separate server? I really don't see the benefit to running it on a separate server than again I'm new to SQL server administration.

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