There are standards like the Arm Server Base System Architecture but companies don't have to follow it. Most of the ARM servers are custom things for big datacenters. As you said the smaller systems like phones and other embedded systems have their own boot systems and memory layout etc.
https://en.wikipedia.org/wiki/Server_Base_System_Architectur...