Actually they are related. If fast boot is disabled in the UEFI, fast start doesnt work and Windows logs an error in the event log every time you boot about it.
On a desktop, fast boot in the UEFI and fast startup in Windows should both be disabled for best function. These were really meant for fixed hardware devices like laptops, tablets, and mini PC/all-in-ones.