Sean A. Walberg’s series on IBM developerWorks is a great primer:

Tuning LAMP systems, Part 1: Understanding the LAMP architecture

Tuning LAMP systems, Part 2: Optimizing Apache and PHP

Tuning LAMP systems, Part 3: Tuning your MySQL server