Optimizing server performance for handling large amount of NTP packet efficiently

Did you try searching? The information you provide is not very detailed. So, it be difficult to judge as to what causes your server to overload.

Depending on the root cause of the overload you experience there may be different solutions. Two (random) suggestions for further reading: