Running profiler means you are capturing the information related to specific database / activity. For that SERVER has to collect the details and any activity on the server affect CPU/Memory/IO etc.

That is the reason if you need accurate data of load of your database/server you need to run the profiler from the other machine however that will increase the network traffic.

HTH