John Allspaw, Engineering Manager at flickr (yahoo!), gave a talk on how flickr uses ganglia to help with capacity planning. The talk covers a lot of the subleties and challenges facing hugely successful web services like flickr.
Slides from ‘Capacity Planning for LAMP’ talk at MySQL Conf 2007
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