How would you answer an interview or practical scenario involving throughput testing in Performance Testing?

In an interview or practical scenario involving throughput testing, clarify scale, constraints, security, reliability, data, and operational requirements. Explain the design, alternatives, tradeoffs, failure handling, testing, and monitoring.