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Justin will introduce Riak, a decentralized data storage system. Riak has a convenient HTTP/JSON interface and map/reduce programming atop a networking model that is focused on write-availability and ease of operations. The talk will go through some difficult real-world situations that have occurred on applications using Riak, and how Riak helped make those situations manageable.