Dear UniProg,
I solved the problem. It is because I set the router "DHCP reversation" function. I strictly specify the IP address and the MAC address of the printer in the router. It may blocks the signal from hpeprint.com. As long as you set static IP for HP printer, it is already good enough, no need to reverse IP and MAC address in router.