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SQLSat 253 - Por Onde Começar no BigData
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Palestra realizada no SQL Saturday 253, abordando o assunto Por Onde Começar no BigData.

Palestra realizada no SQL Saturday 253, abordando o assunto Por Onde Começar no BigData.

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SQLSat 253 - Por Onde Começar no BigData Presentation Transcript

  • 1. Por onde começar no BigData? Diego Nogare nogare@outlook.com www.diegonogare.net @DiegoNogare
  • 2. Patrocinadores
  • 3. Organização e apoio
  • 4. Agradecimento especial
  • 5. Demo – Criando o Cluster HDInsight
  • 6. A caixa de sapato digital Data Science Real-Time Hadoop DB Hive Predictive Business Intelligence Data Mining QuerySelf-Service Batch Operational Analytics Data Warehouse Machine Learning Visualization SQL Pig Insight Ad-Hoc Map Reduce Interactive Dremel Exploratory Unstructured Social Pivot Hadoop Cloud Scale Big Query Text Analytics Reporting Drill
  • 7. Arquitetura do Hadoop Distributed Processing (Map Reduce) Distributed Storage (HDFS)
  • 8. Arquitetura do Hadoop Business Intelligence (Excel, Power View, SSAS…) Data Integration Active Directory (Future) Pipeline / workflow (Oozie) System Center (Future) Log file aggregation (Flume) Distributed Storage (HDFS) ( ODBC / SQOOP/ REST) Distributed Processing (Map Reduce) NoSQL Database (HBase) Machine Learning (Mahout) Stats processing (RHadoop) Graph (Pegasus) Metadata (HCatalog)
  • 9. Arquitetura do Hadoop Business Intelligence (Excel, Power View, SSAS…) Data Integration Active Directory (Future) Pipeline / workflow (Oozie) System Center (Future) Log file aggregation (Flume) Distributed Storage (HDFS) ( ODBC / SQOOP/ REST) Distributed Processing (Map Reduce) NoSQL Database (HBase) Machine Learning (Mahout) Stats processing (RHadoop) Graph (Pegasus) Metadata (HCatalog)
  • 10. Demo – Movimentando dados
  • 11. Relacionamento através de PK e FK “Pequeno” volume de dados Mudando o mindset para Big Data HDInsight NoSQL com conceito de Chave/Valor Grande volume de dados SQL Server
  • 12. MapReduce: Movendo código pro Hadoop
  • 13. E como é processado?
  • 14. Demo – Consumindo com HIVE
  • 15. PowerPivot e PowerView
  • 16. PowerQuery (Data Explorer)
  • 17. PowerMap (GeoFlow)
  • 18. Demo – Self-Service BI com HDInsight
  • 19. Livros técnicos sobre BigData
  • 20. 50% Off R$ 330,00
  • 21. Avaliação e sorteio Preencha a avaliação da sessão e concorra a ferramentas da RedGate, assinatura PluralSight e pen-drive com todas sessões do PASS Summit 2012! http://bit.ly/SQLSat253
  • 22. Obrigado Diego Nogare www.diegonogare.net nogare@outlook.com