A Linux service can fail during boot when it tries to reach DNS, a mounted filesystem, or a remote database before that dependency is ready. Adding a fixed sleep may hide the race on one host while leaving it on another.
Review systemctl status, the unit file, and journal messages from startup. Determine whether the service needs a network connection, a mount, or another service to be available, and whether it can retry after failure.
Informatix Systems lists Linux server administration. A review can help align unit dependencies, readiness checks, and service recovery. Contact Informatix Systems if a Linux service intermittently fails after reboot.