How would you answer an interview or practical scenario involving performance baselines in Performance Testing?

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