Big data, big insight
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:
Big data, big insight
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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