Little's law.

the two-minute refresher

• L = λ × W: 100 RPS × 0.2 s = 20 concurrent requests.
• 20 workers is exactly at capacity; 150 RPS needs 30, so requests queue.
• Queueing raises W, which raises L: a spiral into failure.
• Size worker pools and connection pools with it.