Your question is ML Architecture for Traffic Spikes. 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).
Given a requirement for a real-time recommendation engine, how would you design the ML-system architecture to handle sudden spikes in user traffic?