DHCP Servers respond to client query. One may have DHCP server anywhere on the 'net - The router (next hop) of your ISP/Provider will forward queries to the appropriate DHCP server - That server will dish out a lease. I have seen multiple DHCP servers, serving out IPs -
What is it that you are trying to solve ? or acomplish ? That will help folks help you