Hadoop Architecture Options for Existing Enterprise DataWarehouse

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Hadoop Architecture Options for Existing Enterprise DataWarehouse

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Hadoop Architecture Options for Existing Enterprise DataWarehouse

  1. 1. Hadoop Integration Architecture Options 1
  2. 2. Various Potions for Hadoop Integration for existing EDW o o o o o o o o o 2 Teradata Unified Data Architecture Existing EDW with new Hadoop cluster using Apache Existing EDW with new Hadoop cluster using Cloudera Existing EDW with new Hadoop cluster using HortonWorks IBM PureData Oracle Bigdata Appliance EMC GreenPlum Vertica SAP HANA & SAP Suite
  3. 3. Option 1: Teradata Unified Data Architecture Data Scientists Business Analysts Marketing Frontline Workers Engineers Customers / Partners Executives Operational Systems Geospatial Analytics Predictive & Real time Analytics BUSINESS INTELLIGENCE DATA MINING Big data Analytics APPLICATIONS Big data Management INTEGRATED DATA WAREHOUSE DISCOVERY PLATFORM Capture | Store | Refine Audio, Video, Images 3 Text Web & Social Machine Logs Transactional Data Application Input ERP CRM
  4. 4. Option 1: Teradata Unified Data Architecture (conn..) Data Sources Data Hub Presentation Layer Reporting/Application Layer Reports / Dashboards RDBMS Flat files INTEGRATED DATA WAREHOUSE Predictive Analytics Structured Data Geospatial Analytics DISCOVERY PLATFORM Un/Semi Structured Data 4
  5. 5. Option 2: Existing EDW with new Hadoop Clusters (Apache) Data Sources Data Hub Presentation Layer Reporting/Application Layer Reports / Dashboards RDBMS Flat files INTEGRATED DATA WAREHOUSE Existing EDW Geospatial Analytics Structured Data Predictive Analytics Un/Semi Structured Data 5 Apache Hadoop Cluster Analytics
  6. 6. Option 3: Existing EDW with new Hadoop Clusters (Cloudera) Data Sources Data Hub Presentation Layer Reporting/Application Layer Reports / Dashboards RDBMS Flat files INTEGRATED DATA WAREHOUSE Existing EDW Geospatial Analytics Structured Data Predictive Analytics Un/Semi Structured Data 6 Analytics
  7. 7. Option 4: Existing EDW with new Hadoop Clusters (Hortonworks) Data Sources Data Hub Presentation Layer Reporting/Application Layer Reports / Dashboards RDBMS Flat files INTEGRATED DATA WAREHOUSE Existing EDW Geospatial Analytics Structured Data Predictive Analytics Un/Semi Structured Data 7 Analytics
  8. 8. Option 5: IBM PureData 8
  9. 9. Option 6: Oracle Big Data Appliance 9
  10. 10. Option 6: Oracle Big Data Appliance (Conn) 10
  11. 11. Option 7: SAP Suite for Hadoop Integration 11
  12. 12. All data to Haddop and from Hadoop to EDW Data Sources Data Hub Presentation Layer Reporting/Application Layer Reports / Dashboards RDBMS Flat files INTEGRATED DATA WAREHOUSE Existing EDW Geospatial Analytics Structured Data Predictive Analytics Un/Semi Structured Data 12 Analytics
  13. 13. Asis Mohanty, CBIP, CDMP asismohanty@gmail.com Thank You ** Note: Few images are taken from Oracle, IBM & SAP 13
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