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LinkedIn is among the largest social networking sites in the world. As the company has grown, our core data sets and request processing requirements have grown as well. In this paper, we describe a few selected data infrastructure projects at LinkedIn that have helped us accommodate this increasing scale. Most of those projects build on existing open source projects and are themselves available as open source. The projects covered in this paper include: (1) Voldemort: a scalable and faultdoi:10.1109/icde.2012.147 dblp:conf/icde/AuradkarBDMFGGGGHKKKLNNPPQQRSSSSSSSSTTVWWZZ12 fatcat:4paiys2xcvf3dpgp34gp3skygy