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   * [[http://www.ning.com|Ning]]
    * We use Hadoop to store and process our log files
-   * We rely on the Java API for our MR jobs for reporting, analytics, and 
machine learning, and on a proprietary JavaScript API for ad-hoc queries
+   * We rely on Apache Pig for reporting, analytics, Cascading for machine 
learning, and on a proprietary JavaScript API for ad-hoc queries
-   * We use commodity hardware, with 4 cores and 4 GB of RAM per machine
+   * We use commodity hardware, with 8 cores and 16 GB of RAM per machine
  
   * [[http://lucene.apache.org/nutch|Nutch]] - flexible web search engine 
software
  

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