Third Stage Engineering

Performance optimization requires three sequential stages: hardware selection, software optimization, and system tuning. Hardware benchmarks that ignore software extensions and tuning configurations provide incomplete performance comparisons. Third-stage engineering focuses on tuning through trained personnel, proper tools,