Figure 7

Activities in the control flows for performance optimization. This figure depicts the activities of each control loop. The reactive control loop reacts immediately based on the monitored query execution times. The deliberative control loop includes an anomaly detection algorithm. The reflective control loop detects temporal patterns in the query execution times. The figure shows the three control loop types.