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Unlocking the Intelligence in
Big Data
Ron Kasabian
General Manager Big Data Solutions
Intel Corporation
2
What’s Driving Big Data?
40%
AVERAGE
SERVER COST
90%
STORAGE
COST / GBLower Cost of
Compute & Storage
Volume &
Type of Data
10X
Data growth by 2016
90% unstructured 1
New Investments in
Tools & Services
$17B
2012
$7B
2010
$3B
1: IDC Digital Universe Study December 2012
2: Intel Forecast
3: IDC WW Big Data Forecast
2002 - 20122
2002 - 20122
20173
3
Business intelligence
Biodiversity trends
Customer purchase habits
Epidemic migration paths
Falls prevention for the elderly
Extreme weather prediction
Insight
Untapped Value of Big Data
Medical Scans
Social Media
News &
Journals
Satellite
Images
E-commerce
TV &
Video
Transport
Analyze/
Predict
Sensors & Surveillance
Correlate
4
Today’s Big Data Insights
Consumer
Behavior
Security &
Risk Management
Operational
Efficiency
Location Aware
Ad Placement
Buyer Protection
Program
Personalized
Preventive Care
Claim Fraud
Reduction
Traffic
Optimization
Smart Energy
Grid
5
Big Data in Action at Intel
Test Time Reduction:
Predictive analytics in manufacturing to identify failing parts quickly
Expected to save ~$20M in 2013
Reseller Channel Management:
Improved reseller engagement with customer profile analytics
Increased sales by $5M per Qtr. while reducing costs
Malware Detection:
Analyzing ~4B access events per day at the system, network, and
application levels l to discover of new malware threats before they
arise.
6
Eric Dishman
Intel Fellow,
General Manager, Health Strategy
and Solutions Group
Datacenter and Connected
Systems Group
7
End To End Big Data
Vision
Sensors and Devices
Generating Data
Device Gateways
E2E Analytics
8
Single Machine or Device Focus
• Monitor a single device
• Requires Human Intervention
• Preventative Maintenance and
Monitoring
Aggregated Systems Focus
• Many devices and systems
• Autonomous decisions &
real-time optimization
• Transformative business
opportunities
Internet of Things Analytics Evolution
From Devices to Systems, Monitoring to Automation
Analytics Today Analytics Future
9
Barriers impeding Big Data Adoption
ComplexityCost Confidentiality
10
Cache
Acceleration
Software
Intel®
Enterprise
Edition for
Lustre
AIM Suite
Intel’s Role in Big Data
Lower the Time and Cost to deliver Big Data Solutions
End to End
Analytics
Edge Devices
Network
Storage
Server
Other names and brands may be claimed as the property of others
DC Silicon/Hardware
Ecosystem
Enabling
11
Xeon 5600
HDD
1GbE
<7 minutes
The Power of Platform Solutions
TeraSort for 1TB sort:
>4 hour process time
Upgrade
processor
~50%
reduction
Upgrade
to SSD
~80%
reduction
Upgrade
to 10GbE
~50%
reduction
Intel
distribution
~40%
reduction
Other brands and names are the property of their respective owners
12
Intel® Distribution for Apache Hadoop
Granular access control in HBase
Up to 20X faster decryption with AES-NI*
30X faster Terasort on Intel® Xeon
processors, Intel 10GbE, and SSD
Up to 8.5X faster queries in Hive*
Up to 30% gain in job performance,
automated by Intel® Active Tuner
*Based on internal testing
Rhino
Cloud
HPC
Common authentication,
access control, auditing
Bringing MapReduce to
data on Lustre FS
Optimizing Hadoop for
virtualization & cloud
Drive down complexity , Increase performance on IA,
Secure the data
13
Challenge:
Extreme
Complexity
How do you
effectively
create and
then analyze
something like
this?
14
Open Source Relationship Computing
Tools To Build & Analyze Graphs For Big Data Mining, Machine Learning
Intel® Graph Builder
(Intel Labs)
GraphLab
(CMU ISTC for Cloud Computing)
Data
15
Intel’s Big Data Research
INVESTING IN 1000’S OF SCIENTISTS ACROSS
INTEL, ACADEMIA, INDUSTRY & GOVERNMENT LABS
Future Data
Experiences
Distributed
Data Computing
Machine Learning
Algorithms
Data Ecosystem
Infrastructure
Analytical
Applications
16

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Unlocking the Intelligence in Big Data

  • 1. Unlocking the Intelligence in Big Data Ron Kasabian General Manager Big Data Solutions Intel Corporation
  • 2. 2 What’s Driving Big Data? 40% AVERAGE SERVER COST 90% STORAGE COST / GBLower Cost of Compute & Storage Volume & Type of Data 10X Data growth by 2016 90% unstructured 1 New Investments in Tools & Services $17B 2012 $7B 2010 $3B 1: IDC Digital Universe Study December 2012 2: Intel Forecast 3: IDC WW Big Data Forecast 2002 - 20122 2002 - 20122 20173
  • 3. 3 Business intelligence Biodiversity trends Customer purchase habits Epidemic migration paths Falls prevention for the elderly Extreme weather prediction Insight Untapped Value of Big Data Medical Scans Social Media News & Journals Satellite Images E-commerce TV & Video Transport Analyze/ Predict Sensors & Surveillance Correlate
  • 4. 4 Today’s Big Data Insights Consumer Behavior Security & Risk Management Operational Efficiency Location Aware Ad Placement Buyer Protection Program Personalized Preventive Care Claim Fraud Reduction Traffic Optimization Smart Energy Grid
  • 5. 5 Big Data in Action at Intel Test Time Reduction: Predictive analytics in manufacturing to identify failing parts quickly Expected to save ~$20M in 2013 Reseller Channel Management: Improved reseller engagement with customer profile analytics Increased sales by $5M per Qtr. while reducing costs Malware Detection: Analyzing ~4B access events per day at the system, network, and application levels l to discover of new malware threats before they arise.
  • 6. 6 Eric Dishman Intel Fellow, General Manager, Health Strategy and Solutions Group Datacenter and Connected Systems Group
  • 7. 7 End To End Big Data Vision Sensors and Devices Generating Data Device Gateways E2E Analytics
  • 8. 8 Single Machine or Device Focus • Monitor a single device • Requires Human Intervention • Preventative Maintenance and Monitoring Aggregated Systems Focus • Many devices and systems • Autonomous decisions & real-time optimization • Transformative business opportunities Internet of Things Analytics Evolution From Devices to Systems, Monitoring to Automation Analytics Today Analytics Future
  • 9. 9 Barriers impeding Big Data Adoption ComplexityCost Confidentiality
  • 10. 10 Cache Acceleration Software Intel® Enterprise Edition for Lustre AIM Suite Intel’s Role in Big Data Lower the Time and Cost to deliver Big Data Solutions End to End Analytics Edge Devices Network Storage Server Other names and brands may be claimed as the property of others DC Silicon/Hardware Ecosystem Enabling
  • 11. 11 Xeon 5600 HDD 1GbE <7 minutes The Power of Platform Solutions TeraSort for 1TB sort: >4 hour process time Upgrade processor ~50% reduction Upgrade to SSD ~80% reduction Upgrade to 10GbE ~50% reduction Intel distribution ~40% reduction Other brands and names are the property of their respective owners
  • 12. 12 Intel® Distribution for Apache Hadoop Granular access control in HBase Up to 20X faster decryption with AES-NI* 30X faster Terasort on Intel® Xeon processors, Intel 10GbE, and SSD Up to 8.5X faster queries in Hive* Up to 30% gain in job performance, automated by Intel® Active Tuner *Based on internal testing Rhino Cloud HPC Common authentication, access control, auditing Bringing MapReduce to data on Lustre FS Optimizing Hadoop for virtualization & cloud Drive down complexity , Increase performance on IA, Secure the data
  • 13. 13 Challenge: Extreme Complexity How do you effectively create and then analyze something like this?
  • 14. 14 Open Source Relationship Computing Tools To Build & Analyze Graphs For Big Data Mining, Machine Learning Intel® Graph Builder (Intel Labs) GraphLab (CMU ISTC for Cloud Computing) Data
  • 15. 15 Intel’s Big Data Research INVESTING IN 1000’S OF SCIENTISTS ACROSS INTEL, ACADEMIA, INDUSTRY & GOVERNMENT LABS Future Data Experiences Distributed Data Computing Machine Learning Algorithms Data Ecosystem Infrastructure Analytical Applications
  • 16. 16