A Linux dedicated server is a high-performance physical server ideal for complex web applications and large-scale websites, offering advantages such as security, stability, and full control. Key Linux distributions for these servers include Ubuntu, CentOS, and Debian, with factors like support and software availability influencing the choice of distribution. Best practices for maintenance include regular updates, monitoring resource usage, and frequent data backups.