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The excess capacity story is a myth. It was never a matter of selling excess capacity, actually within 2 months after launch AWS would have already burned through the excess Amazon.com capacity.  Amazon Web Services was always considered a business by itself, with the expectation that it could even grow as big as the Amazon.com retail operation.

Werner Vogels # 5th January 2011, 3:13 pm

Finding similar items with Amazon Elastic MapReduce, Python, and Hadoop streaming. Tutorial for running Hadoop jobs on Elastic MapReduce using Python and the 2005 Audioscrobbler dataset. # 7th April 2009, 9:19 am

Amazon Elastic MapReduce (via) Hadoop as a service. Basically a web based GUI around Hadoop—you could roll this yourself on EC2 but for a small markup on regular EC2 prices you get to avoid the extra work setting everything up. Data processing scripts can be written in Java, Ruby, Perl, Python, PHP, R, or C++ and are loaded in to S3 before firing off the job. # 2nd April 2009, 10:25 am