Dropping network connection

I have issues in the last two months with dropping connection to the server and switches. I have trace it back to a certain user’s machine. When he logs off his machine, the network starts dropping packets and all connections dies to the server. I will replace the network card to see if that resolves the issue. Any other suggestions?