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There are a lot of great references out there, and I add them to Delicious as I find them.
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Bookmarks for tag 'scaling'
Apc@Facebook
Canned Platypus
Estimating Site Traffic Spikes
Great Strategies for Using Memcached and MySQL Better Together
High Performance Scalable Data Stores
How FriendFeed uses MySQL to store schema-less data - Bret Taylor's blog
Mashable Jobs Lists
memcached as simple message queue « BroddlIT
Misconceptions about the CAP theorem: it may not be as proved as you think it is via reddit.com
Scaling writes in MySQL
What Second Life can teach your datacenter about scaling Web apps
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