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The Apache Hadoop software library is a framework that allows for the distributed processing of large data sets across clusters of computers using simple programming models.
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Text search - big data problem
I would recommend starting with Solr, then do your machine learning with Mahout and Hadoop. … A lot (maybe most) of Mahout's algorithms will work in a distributed manor on Hadoop, as well as in a pseudo-distributed manor locally while you're working. …