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A good list of hadoop alternatives: http://www.quora.com/What-are-some-promising-open-source-alt...

my personal favorite is BashReduce (~120 lines shell script vs ~600k lines of java code in hadoop): http://blog.last.fm/2009/04/06/mapreduce-bash-script

If you're in bioinformatics you might be interested in this talk on handling ridiculous amounts of data (PyCon 2011): http://blip.tv/pycon-us-videos-2009-2010-2011/pycon-2011-han...



Also see GraphLab, a New Parallel Framework for Machine Learning: http://www.graphlab.ml.cmu.edu/




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