As described in
YARN-128, phase 1 of RM restart puts in place mechanisms to save application state and read them back after restart. Upon restart, the NM's are asked to reboot and the previously running AM's are restarted.
After this is done, RM HA and work preserving restart can continue in parallel. For more details please refer to the design document in