Aditya Agarwal, Director of Engineering at Facebook, gives an excellent presentation on the architecture of Facebook with a focus on the LAMP (Linux Apache MySQL PHP) based components:

Facebook: Science and the Social Graph

The numbers are very impressive!

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Updated 2021 : note that the above post was originally published in 2009, but is left here for archival purposes.