SAS – Big Data Analytics (Slides)

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Transcript SAS – Big Data Analytics (Slides)

BIG DATA, BIG INSIGHT
TDWI APRIL 2014
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BIG DATA, BIG INSIGHT
DATA NEVER SLEEPS
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GOOGLE TRENDS
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GOOGLE TRENDS
C op yr i g h t © 2 0 1 4 , S A S I n s t i t u t e I n c . A l l r i g h t s r es er v e d .
GOOGLE TRENDS
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BIG DATA, BIG INSIGHT
THE AUTOMOBILE INDUSTRY
A typical new car generates:
15 GBs per hour
Plug-In hybrids/OnStar type programs generate:
25 GBs per hour
The Google self-driving car (Google Chauffeur) generates:
16 GBs per SECOND!
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BI Ecosystem
Machine
Data
Casual User
Streaming/
CEP Engine
ERP/CRM
ETL/E
SB
MDM
ODS
Staging Area
Data Warehouse
Physical
Data Mart
Virtual sandboxes
Web
Data
Hadoop Cluster
Exploratory lab
Audio/
video Data
External
Data
© Eckerson Group LLC
Interactive
dashboards
Operational
System
Logical or
BI
Server
Top-down BI
Bottom-up BI
Visual
discovery
tools
Free-standing
Analytical
sandbox
Authoring ad reports,
rules for CEP
KEY:
Classic BI
Power User
New Stuff
BI Ecosystem
Machine
Data
Casual User
Streaming/
CEP Engine
ERP/CRM
ETL/E
SB
MDM
ODS
Staging Area
Data Warehouse
Exploratory lab
Audio/
video Data
© Eckerson Group LLC
Top-down BI
Bottom-up BI
Virtual sandboxes
Web
Data
External
Data
Physical
Data Mart
Interactive
dashboards
Operational
System
Logical or
BI
Server
Visual
discovery
tools
Free-standing
Analytical
sandbox
Hadoop Cluster
Authoring ad reports,
rules for CEP
KEY:
Classic BI
Power User
New Stuff
SAS & Hadoop
•
Baseline Support
–
–
–
–
•
OVERVIEW OF CURRENT
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)
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• In-Memory Analytics
– High Performance Analytic Procedures
• Logistic, RandomForest™, SVM, etc…
– LASR® Analytic Server
• Visual Analytics
• SAS In-Memory Statistics for Hadoop
VA DEMO
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sas.com
BIG DATA, BIG INSIGHT
SAS Visual Analytics
Helpful links:
Try Before You Buy: http://www.sas.com/software/visual-analytics/demos/alldemos.html
SAS website: www.sas.com
SAS Support website: www.support.sas.com
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SAS VISUAL ANALYTICS
THANK YOU
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