advanced · capacity

Sizing for Black Friday

How many instances do we need for a traffic event four weeks from now?

Practical scenario

The service currently runs 12 instances at about 35% CPU with 800 req/s average. Marketing expects a four-hour event with roughly 6× normal traffic.

What it tests

  • Whether the candidate derives from measurements rather than guessing
  • Understanding of headroom and the queueing curve
  • Whether assumptions are stated explicitly

Lessons behind this question