[sql] What's the best practice for primary keys in tables?

We do a lot of joins and composite primary keys have just become a performance hog. A simple int or long takes care of many problems even though you are introducing a second candidate key, but it's a lot easier and more understandable to join on one field versus three.

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What's the best practice for primary keys in tables?