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Are there any best practices for gathering these requirements, and are there calculators available to help determine the best data management options to meet the use case needs?
There are no calculators although the SOC Optimization will say if a table hasn't been used and could be switched. It will really depend on the amount of data being ingested and what that data will be used for.