[scns]

Canonical and Oracle offer updating a running Kernel as a paid service IIRC. One was called Ksplice, i think the one Oracle acquired.

[teo_zero]

Please be aware that ksplice can only apply small patches to a running kernel. It can't replace the entirety of it with a new version.