Is this an SSH connection ? If yes, add the following line in /etc/ssh/ssh_config :
ServerAliveInterval 60
and see if it fixes the issue.
Else, troubleshooting NIC : dmesg | grep eth0 (#or appropriate NIC id), ethtool eth0 - to check the status, netstats -s - to check for dropped packets, collisions.