Your question is Real-Time Lookup Data Structure. 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 implement a specific data structure to optimize for lookup speed in a real-time system?