Your question is Monitoring for Distributed Bottlenecks. 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).
Which monitoring or logging tools do you prefer for identifying bottlenecks in a distributed system?