2.3.4 Upgrading a running system
The kernel (filesystem) in Debian systems supports replacing files even while
they're being used. When packages are upgraded any services provided by those
packages are restarted if they are configured to run in the current runlevel.
The Debian system does not require use of the single-user mode to upgrade a
running system.