Based on this guide (https://forums.fogproject.org/topic/9673/when-dhcp-pxe-booting-process-goes-bad-and-you-have-no-clue), I tried to monitor the error. One of the faulty machines stops at step seven, while the working machine continues and boots up without error.
fog_pxe_error.png