At scale, compute boxes are rarely upgraded because it's TCO cheaper to invest in newer systems (or CPU, mb, RAM). IOW, it's cheaper to wait and refresh everyt

At scale, compute boxes are rarely upgraded because it's TCO cheaper to invest in newer systems (or CPU, mb, RAM). IOW, it's cheaper to wait and refresh everything, that is unless you're adding RAM, CPUs or disks. If form factors don't change, reusing the mounting hw, PSUs and enclosures can be doable. Some web shops wait until boxes die entirely before replacement while IT shops lifecycle out all gear (usually everything but racks) in 4-6 years. These hotdog USB sticks aren't upgradable at all and they're limited to the processing power of 5-10W.