There is no such thing as an Ethernet connection.
You're creating a TCP/IP connection over the network by using your Ethernet LAN to send packets.
You should look at the TCP layer to see what happened to the connection.
There are different ways for a connection to fail - no response (timeout), reset (RST flag) and more.
You should probably read about the basics of TCP if you want to understand this further.