Intel and Big Data
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Transcript of Intel and Big Data
The Disruption of Big Data
Speaker Name
Date
Agenda
•Big Data – what is it?
•Hardware Economics & Big Data Implications
•Benefits of Intel® Inside
•Customer Case Studies
Data is getting big,
but what is Big Data?
Data Growth Phenomenon
200M Tweets sent every day in August 2011
750M Photos uploaded to Facebook over 2011 new year’s weekend
6.7PB Video generated every day in a Smart City project in China
966PB Data stored In Manufacturing as of 2009
$60B Potential annual value from Big Data to US health care
$100B+ Value for service provider from global personal location data
50% Decrease in product development, assembly costs for manufacturing
$20B+ Spent on acquisition of data storage, management, and analysis companies in last 12 months
Source: McKinsey Global Institute Analysis
What is Big Data?
Velocity
Volume
Variety
Traditional Data Big Data
Gigabytes to Terabytes Petabytes and beyond
Occasional Batch – Complex Event Processing Real-Time Data Analytics
Centralized, Structured i.e. Database Distributed, Unstructured Multi-format
Why is Big Data Important?
*Other brands and names are the property of their respective owners. 1::McKinsey Global Institute Analysis
Data is the Raw Material of the Information Age
Smart City Project:
Improve Public
Safety, Boost
Economic Growth
Generate Revenue
from Data Analytics
of B2B Sales
Up to 50% Decrease
in Product
Development and
Assembly Costs1
Online Retailer
Generated 30% of
Sales Due to
Analytics Driven
Recomendations1
Hardware Economics
& Big Data Implications
Changing Economics for Big Data Challenges
1990 2000 2010 1990 2000
~1 TFLOP
~$55K/GFLOP
<$100/GFlop
>500 TFLOPS
Performanc
e
$/GFLOP
Annual Server Unit Shipments Supercomputing in 1997 Supercomputing in 2010
1 Over previous generation Intel® processors. Intel internal estimate. For more legal information on performance forecasts go to http://www.intel.com/performance 2 Intel measurements of average time for an I/O device read to local system memory under idle conditions. Improvement compares Xeon E5-2600 family vs.. Xeon 5600 series 3 Source: Intel internal analysis (backup); 2008 of 3 yr TCO. 4X power efficiency of 4 year old servers. See www.intelsalestraining.com/xeonestimator 4 Intel. As reported at Q1’12 Intel earnings call.
Software and workloads used in performance tests may have been optimized for performance only on Intel microprocessors. Performance tests, such as SYSmark and MobileMark, are measured using specific
computer systems, components, software, operations and functions. Any change to any of those factors may cause the results to vary. You should consult other information and performance tests to assist you
in fully evaluating your contemplated purchases, including the performance of that product when combined with other products.
Delivers 100X Performance Boost since 2000
The Heart of a Next Generation Cloud Intel® Xeon® E5: The Cloud’s primary building block
• Up to 80% performance boost vs..
prior gen1 at consistent power level
• Dramatically reduce compute time
with Intel® Advanced Vector
Extensions
• Performance when you need it with
Intel® Turbo Boost Tech 2.0
• Up to 66% reduction in total cost of
ownership1
9
Benefits of Intel® Inside
373 of Top500*
supercomputers are
powered by
Intel® Architecture
Intel® Xeon® Processors: Solve the Most Important Problems of Any Scale
Engaging 7,000 ISVs via
Software Partner Program
Provisioning >2800 academic
institutions with curricula,
tools, training and research
Intel Software Network:
Providing resources
to > 8.3M developers
Enabling a Vibrant Ecosystem Intel Software and Services
Enabling AWS to run your choice of OS, Applications & Programming Languages
Support Open Source
Amazon Web Services powered by
Intel® Xeon® processor E5-2670
Access to Supercomputing On-demand
Latest Intel® Xeon® performance enhancements without disruption
Business Agility to Efficiently Perform Data
Intensive Tasks in Less Time
Intel® Powered Supercomputer at AWS
AWS built the 42nd fastest supercomputer in the world
1,064 Amazon EC2 CC2 instances with17,024 cores
240 teraflops cluster (240 trillion calculations per second)
Less than $1,000 per hour
Based on Intel® Xeon® processor E5-2670
Supercomputers by the Hour … for Everyone
AWS Scale & Innovation… … Drives Customer’s Costs Down
Intel® & AWS deliver scale that lowers your cost
Invest in Capital
Invest in Technology
Improve Efficiency
Reduce Prices
Attract More Customers
19 AWS Price Reductions
Fueling Innovation in the Cloud
Business Agility Experiment Often & Fail Quickly with AWS on Intel
Cost of failure falls
dramatically
People are free to try out
new ideas
More risk taking, more
innovation
Customer Case Studies
Example use cases:
Log analytics
Life Science
Social Networking
With Nimbus Discovery, looking at a cancer drug
target:
Intel & AWS make impossible Big Science, possible
• Completed 12.55 Compute Years of Work
• Analyzed ~21 Million Ligands
• In only 3 hours, at a cost of $4828.85 / hour
• Instead of $20+ Million in infrastructure
20
Weblog Analysis Suggests What You Are Searching For
Better consumer experience through Big Data analysis
Power and Simplicity of AWS on Intel® Xeon® Processors: Speeds your Time to Market
BACKUP
22
1,3 1,4
1,5 1,5
1,7
1,0
2,1
X5690Baseline
(3.46GHz, 6C)
MaxtrixMultiplication
(Linpack)
LifeSciences
CAE Energy FSI Numerical Weather
Synthetic Technical Computing Real-world applications
Software and workloads used in performance tests may have been optimized for performance only on Intel microprocessors. Performance tests, such as SYSmark and MobileMark, are measured using specific computer systems, components, software, operations and functions. Any change to any of those factors may cause the results to vary. You should consult other information and performance tests to assist you in fully evaluating your contemplated purchases, including the performance of that product when combined with other products. Configurations: Intel Internal measurements October 2011, See backup for configuration details. For more information go to http://www.intel.com/performance . Any difference in system hardware or software design or configuration may affect actual performance. Copyright © 2010, Intel Corporation.
Higher is
better
Relative Geometric Mean Scores by segment
Actual performance will vary by workload
Higher is better
Intel® Xeon® Processor E5 Family (8C, 2.7 GHz)
Increased Application Performance by up to 1.7X
Intel® Xeon® Processor E5-2600 Product Family
HPC Performance Summary
23
Tick-Tock Development Model Sustained Xeon® Microprocessor Leadership
Tick Tock Tick Tock Tick Tock Tick Tock
Intel® Core™ Microarchitecture
Nehalem Microarchitecture
Sandy Bridge Microarchitecture
65nm 45nm 32nm 22nm
Dedicated high-speed
bus per CPU
HW-assisted
virtualization (VT-x)
Integrated memory controller
with DDR3 support
Turbo Boost, Intel HT, AES-
NI1
End-to-end HW-assisted
virtualization (VT-x, -d, -c)
Integrated PCI Express
Turbo Boost 2.0
Intel Advanced Vector
Extensions (AVX)
First high-volume
server Quad-Core
CPUs
Up to 6 cores
and 12MB Cache
Up to 8 cores
and 20MB Cache
2
4
Xeon 1.00256KB L2
(2000)
Xeon 1.26512KB L2
(2001)
Xeon 2.20512KB L2
(2002)
Xeon 3.061M L3(2003)
Xeon 3.202M L3(2004)
Xeon 3.601M L2(2004)
Xeon 3.802M L2(2005)
Xeon 3.004M L2 DC
(2006)
Xeon 3.008M L2 QC
(2007)
Xeon 3.3312M L2
QC (2008)
Xeon 2.938ML3 QC
(2009)
Xeon 3.4612ML3 6C6.4 GT/s
QPI (2010)
Xeon 2.920ML3 8C8.0 GT/s
QPI (2012)
Integer Throughput Performance
Single Core
Dual Core
Quad Core
Six Core
Eight Core
Baseline Score
Higher is better
Historical 2S Integer Throughput Performance
100X
Software and workloads used in performance tests may have been optimized for performance only on Intel microprocessors. Performance tests, such as SYSmark and MobileMark, are measured using
specific computer systems, components, software, operations and functions. Any change to any of those factors may cause the results to vary. You should consult other information and performance
tests to assist you in fully evaluating your contemplated purchases, including the performance of that product when combined with other products. Source: Intel Internal Assessment and Estimates.
For more information go to http://www.intel.com/performance
Intel® Xeon® Delivers 100X Boost in 2S Integer Throughput Performance since 2000
Intel® Xeon® Processor E5-2600 Product Family
APPROVED FOR PUBLIC USE
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