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  <titleInfo>
    <title>Hadoop in practice</title>
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  <name type="personal">
    <namePart>Holmes, Alex</namePart>
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    <extent>xxiii, 511 p.; il.</extent>
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  <tableOfContents>Background and fundamentals -- Data logistics: Moving data in and out of Hadoop. Data serialization - working with text and beyond -- Big data patterns: Applying MapReduce patterns to big data. Streamlining HDFS for big data. Diagnosing and tuning performance problems -- Data science: Utilizing data structures and algorithms. Integrating R and Hadoop for statistics and more. Predictive analytics with Mahout -- Taming the elephant: Hacking with Hive. Programming pipelines with Pig. Crunch and other technologies. Testing and debugging.</tableOfContents>
  <note type="statement of responsibility">Alex Holmes.</note>
  <note>Inclui índice.</note>
  <subject>
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  <identifier type="isbn">9781617290237</identifier>
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