Broadcasting with Multiple Application Servers

Hi, If I schedule a query broadcast to fill olap cache and I have multiple production servers which App server(s) will get the cache filled? What ever server the broadcast job runs on?

If anyone can give some insight it is greatly appreciated.

Thanks,

Ken Murray