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What should be the index strategy to be followed when I am creating a brand new DB and/ or tables. As I will not have any user queries to analyse or requirements to find which column is being used mostly. What should be my index strategy/ (which columns should frame the clustered and which columns should participate in Non-Clustered)? How should I go ahead in this scenario?
Without knowing anything in advance, the best you can do is to generously apply indexes. This will lower your write performance in a major way, but at least you can handle unexpected queries well.