BIG DATA ANALYTICS
FOR DEVELOPMENT
C op yr i g h t © 2 0 1 2 , 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 .
THRIVING IN THE BIG DATA ERA
VOLUME
DATA SIZE
VARIETY
VELOCITY
VALUE
TODAY
C op yr i g h t © 2 0 1 2 , 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 .
THE FUTURE
HIGH PERFORMANCE COMPUTING
Computers have become increasingly powerful.
Dr. Jim Goodnight
CEO, SAS
C op yr i g h t © 2 0 1 2 , 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 .
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Required for Big Data Analytics
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A standard blade server (cost ~ $15k USD)
HIGH PERFORMANCE COMPUTING
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Blade servers connected for greater computing power
“Chassis” has > 48 Billion instructions per second
• “Rack” has > 144 Billion instructions per second
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•
Dr. Jim Goodnight
CEO, SAS
C op yr i g h t © 2 0 1 2 , 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 .
SAS Optimized to divide work across all processors
THE ANALYTICS LIFECYCLE
BUSINESS
MANAGER
Domain Expert
Makes Decisions
Evaluates Processes and ROI
EVALUATE /
MONITOR
RESULTS
IDENTIFY /
FORMULATE
PROBLEM
DATA
PREPARATION
DEPLOY
MODEL
IT SYSTEMS /
MANAGEMENT
Model Validation
Model Deployment & Monitoring
Data Preparation
C op yr i g h t © 2 0 1 2 , 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 .
BUSINESS
ANALYST
Data Exploration
Data Visualization
Report Creation
DATA
EXPLORATION
DATA
SCIENTIST
VALIDATE
MODEL
TRANSFORM
& SELECT
BUILD
MODEL
Exploratory Analysis
Topic Creation
Predictive Modeling
THE FORRESTER
WAVE:
INDUSTRY ANALYSTS AGREE WITH THIS APPROACH
BIG DATA PREDICTIVE ANALYTICS SOLUTIONS, Q1 2013
C op yr i g h t © 2 0 1 2 , 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 .
BIG DATA VISUALIZATION
SAS’ High Performance Computing enables:
Dr. Jim Goodnight
CEO, SAS
C op yr i g h t © 2 0 1 2 , 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 .
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Real-time visualization of Big Data
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Real-time Query and Analytics on Big Data
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Enables self-service and democratization of data
BIG DATA VISUALIZATION (DEMO)
Performed on:
Dr. Jim Goodnight
CEO, SAS
C op yr i g h t © 2 0 1 2 , 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 .
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2012 UN Comtrade database
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27 years of China trade data
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56 years of World Bank economic indicators
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Over 1Billion rows of data (Megacorp)
BIG DATA VISUALIZATION (DEMO)
Dr. Jim Goodnight
CEO, SAS
(click play)
C op yr i g h t © 2 0 1 2 , 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 .
CONTACT INFORMATION
QUESTIONS?
C op yr i g h t © 2 0 1 2 , 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 .
I-Sah Hsieh
Global Manager, International Development
[email protected]
919-531-0882