Your question is Optimizing Data Warehouse Queries. Take a moment with it on the right.
Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).
What strategies do you use to optimize query performance in a large-scale data warehouse?