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Realtime Apache Hadoop at Facebook

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Wh<strong>at</strong> do we need in a d<strong>at</strong>a store?<br />

▪ Requirements for <strong>Facebook</strong> Messages<br />

▪ Massive d<strong>at</strong>asets, with large subsets of cold d<strong>at</strong>a<br />

▪ Elasticity and high availability<br />

▪ Strong consistency within a d<strong>at</strong>acenter<br />

▪ Fault isol<strong>at</strong>ion<br />

▪ Some non-requirements<br />

▪ Network partitions within a single d<strong>at</strong>acenter<br />

▪ Active-active serving from multiple d<strong>at</strong>acenters

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