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The idea behind cloud computing, as pioneer Amazon Web Services believed when it launched its first utility compute and storage products eight years ago, is to abstract away the underlying hardware and provide raw resources to programmers for applications to run on.

On a recent visit to Mountain View, I got a peek at how the Google Maps team assembles their maps and refines them with a combination of algorithms and meticulous manual labor—an effort they call Ground Truth.