The "journalctl -u [unit]" command in Linux system administration serves a specific purpose in the advanced management of Linux service logs. It provides a means to tail the logs of a specific unit or systemd service, allowing administrators to focus on the logs of a particular service without being overwhelmed by the entire system log.