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SQLSat 245 - 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 245 - Por Onde Começar no BigData Presentation Transcript

  • 1. Por onde começar no BigData? Uma visão sobre HDInsight Diego Nogare www.diegonogare.net nogare@outlook.com
  • 2. HDInsight
  • 3. Criando o Cluster
  • 4. 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
  • 5. Arquitetura do Hadoop Distributed Processing (Map Reduce) Distributed Storage (HDFS)
  • 6. 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)
  • 7. 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)
  • 8. 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
  • 9. MapReduce: Movendo código pro Hadoop
  • 10. E como é processado?
  • 11. PowerPivot e PowerView
  • 12. PowerQuery
  • 13. GeoFlow
  • 14. 50% Off R$ 330,00
  • 15. Livros técnicos sobre BigData
  • 16. Dúvidas?
  • 17. Patrocinadores
  • 18. Obrigado Diego Nogare www.diegonogare.net nogare@outlook.com