Your question is Optimize Infrastructure Under Budget. 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).
Given a specific budget constraint, how would you optimize the infrastructure for a large-scale data processing pipeline?