Where to start profiling Linux kernel? What are the standard and conventional ways of profiling the Linux kernel? I know there is `perf` tool but is there anything else?

I can suggest you using SystemTap using which you can add probe points to a running linux kernel. It is similar to `DTrace` which is similar tool developed for Solaris. You can write simple stap script to perform interesting tasks.