Check if your application server is hitting the performance ceiling. Here's how:
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Run Transaction RZ20 -> SAP CCMS Monitor Templates -> Operating System.
Now check your CPU utilization, load average and paging.
Low CPU utilization with high load average indicates that there's need for more physical memory. This also results in excessive paging.