This can be due to, serial port is mis-configured (wrong IP address, subnet mask, or encapsulation).
If the encapsulation is Cisco-HDLC, you might see one side that is "admin up and link up" and the other is "admin up link down". This condition is caused by keep alive values configured on one port, but not the other.