Read through this excellent set of slides about Netflix and how they are using AWS. This documents a lot of their development process, including how they are migrating from the traditional datacenter with systems administrators (SA), DBA, and network admins to a cloud based architecture with a "Cloud Operations Reliability Engineering" team.
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