I've no idea concerning the types of light bulbs. I'm pretty sure newer traffic lights use LEDs.
Out-of-order tarffic lights are a pretty rare sight here so I guess the bulbs aren't that short-lived.
Traffic lights on less frequented crossings are simply switched to flashing amber after 11 or 12 PM. The Germans sometimes simply switch them off completely I think.