We can easily forecast that a larger window size predicts the arrival rate A [req/s] well if A is almost static. On the other hand, too large a window size may cause a slow reaction to the change of the base workload. Thus, we conducted the experiment while increasing the value of A from 0 to 15 in 600 s to find the best window size.