Response Time Insights

The discussion highlights the importance of response times over simple rates per second, emphasizing that understanding instantaneous message arrival is crucial for system performance. In high-frequency environments, like trading systems, arrival spikes can significantly exceed average rates, challenging conventional modeling approaches. The focus should shift to how many messages can be processed within critical response time thresholds, rather than just overall throughput.