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Big data, big insight. Tdwi April 2014. Big data, big insight. DATA NEVER SLEEPS. Google Trends. Google Trends. Google Trends. The automobile industry. Big data, big insight. A typical new car generates: Plug-In hybrids/OnStar type programs generate:
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Big data, big insight Tdwi April 2014
Big data, big insight DATA NEVER SLEEPS
The automobile industry Big data, big insight A typical new car generates: Plug-In hybrids/OnStar type programs generate: The Google self-driving car (Google Chauffeur) generates: 15 GBs per hour 25 GBs per hour 16 GBs per SECOND!
BI Ecosystem Casual User Machine Data Event-driven messaging ERP/CRM ETL/ESB Reports Streaming/ CEP Engine MDM Alerts BI Server ODS Logical or Physical Data Mart Staging Area Data Warehouse Operational System ETL ETL Virtual sandboxes Interactive dashboards Explor-atory lab Top-down BI Bottom-up BI Web Data Hadoop Cluster Authoring ad reports, rules for CEP Visual discovery tools Query Power User Upload & query KEY: Audio/ video Data Classic BI Query Upload & query Free-standing Analytical sandbox Upload & query External Data New Stuff
BI Ecosystem Casual User Machine Data Event-driven messaging ERP/CRM ETL/ESB Reports Streaming/ CEP Engine MDM Alerts BI Server ODS Logical or Physical Data Mart Staging Area Data Warehouse Operational System ETL ETL Virtual sandboxes Interactive dashboards Explor-atory lab Top-down BI Bottom-up BI Web Data Authoring ad reports, rules for CEP Visual discovery tools Query Power User Upload & query KEY: Audio/ video Data Classic BI Query Upload & query Free-standing Analytical sandbox Upload & query External Data Hadoop Cluster New Stuff
SAS & Hadoop Overview of Current Baseline Support • File Reader / Writer, SPD Engine Support for Hadoop • Procedure to Submit Map Reduce • SAS/Access to Hadoop (Hive and Hive Server 2) • SAS/Access to Impala Embedded Process / Map Reduce Aware • Scoring Quality Accelerator for Hadoop Data Management • SAS data management tool for Hadoop (June ’14) In-Memory Analytics • High Performance Analytic Procedures • Logistic, RandomForest™, SVM, etc… • LASR® Analytic Server • Visual Analytics • SAS In-Memory Statistics for Hadoop
Big data, big insight SAS Visual Analytics Helpful links: Try Before You Buy: http://www.sas.com/software/visual-analytics/demos/all-demos.html SAS website: www.sas.com SAS Support website: www.support.sas.com