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LinkedIn runs a number of large-scale Hadoop calculations to power its features — from computing similar profiles, jobs, and companies, to predicting People You May Know recommendations to help users find their professional connections. This talk covers how Hadoop fits into a production data cycle for a consumer-scale social network, including some of the technology, infrastructure, and algorithms for calculating tens of billions of predictions in a social graph.
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