How to monitor usage of memory dedicated to the kernel?

The kernel exports this information via /proc/slabinfo. It's not very easy to read, so there's also a slabtop tool (from procps, which you probably have installed already).

This invocation is what I usually use, but check the man page to see what else it can do:

slabtop -s c