If the network interface sites down or won be able to send the messages to the syslog server.

Also from memory these are not user readable logs. They were for the engineers to use.

Run Wireshark it'll slow you what's on the network.
It's likely spoke machines broadcasting a lot of traffic or some management software on the network tripping to see what applications are installed on the system as it things it's a pc.