Your question is Caching Historical Order Book States. Take a moment with it on the right.
Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).
How would you design a caching layer to minimize database load for frequently accessed historical order book states?