Your question is Memory vs Time in Data Structures. 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).
Explain the trade-offs between different data structures when optimizing for memory versus time complexity in a high-throughput system.