TY - BOOK AU - Holmes,Alex TI - Hadoop in practice SN - 9781617290237 U1 - 005.276 23 PY - 2012///] CY - Shelter Island, NY PB - Manning KW - Arquivo de dados KW - Processamento distribuído N1 - Inclui índice; 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 UR - http://www.senado.gov.br/senado/biblioteca-rotinas/servicos/getDocumento.asp?num=989688 ER -