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Accelerating the Pace of Discovery
    Technical Computing at Intel


               John Hengeveld
               Director of High Performance Computing Strategy
               Intel Corporation
                                                             @IntelXeon




1
The Compute Continuum




                                             Enterprise
     Cloud Service Data                                                                         Technical
                                           Transactional
          Delivery                                                                             Computing
                                            Computing




    Desktops    Laptops   Netbooks            Personal Devices                  Smartphones   Smart TVs    Intelligent
                                                                                              & Displays    Devices


                      Technical Computing builds on ideas
               to develop new products, experiences and science
2                              Copyright © 2011, Intel Corporation. All rights reserved.
Today’s Agenda

    Accelerating the pace of discovery:
    • Technical computing’s contribution to solving the world’s most pressing
      challenges




    Crossing the Gap:
    • Enabling broader access to high performance computing




    A look to the horizon of insight:
    • Reaching Exascale and expanding HPC




3                              Copyright © 2011, Intel Corporation. All rights reserved.
The World’s Need for Scientific Insight
           Has Never Been More Acute




    Weather/Climate   New Forms of Energy                                         Healthcare


4                     Copyright © 2011, Intel Corporation. All rights reserved.
Driving Discovery in Addressing
         Global Climate Change
                                                                  The Challenge


                                     •     World population: 9.22B by 2075
                                     •     Managing weather, climate, water and
                                           environment prediction is critical to the
                                           long term health of our planet



                                                            Scientific Progress

                                     •     Multi-day weather prediction weather
                                           prediction achieved
                                     •     Ocean current simulation enables sea
                                           current insight and study




5            Copyright © 2011, Intel Corporation. All rights reserved.
Creating New Paths to Fuel Our World
                                                                     The Challenge
                                             • Accurate exploration of
                                               reservoirs
                                             • Oil and gas production from
                                               complex reservoirs
                                             • Reduced cost of hardware and
                                               maintenances?

                                                               Scientific Progress

                                             • Found new oil reserves and developing
                                               new drilling techniques to access them
                                             • Modeling Oil Diffusion and
                                               environmental risks
                                             • Breakthroughs in fusion research



6               Copyright © 2011, Intel Corporation. All rights reserved.
Delivering New Insights in Curing Disease
         and Forging New Paths to Health
                                                                       The Challenge

                                               Cost of first AML genome was
                                               1.6Million

                                               Today cost is ~30K – imagine
                                               when cost drops under 1K.
                                               Personalized medicine?

                                                                 Scientific Progress

                                               • Genome mapping delivered

                                               • Full body medical imaging
                                                 enabling visualization to
                                                 improved diagnosis


7                 Copyright © 2011, Intel Corporation. All rights reserved.
Big Data, HPC, and Cancer

     Alex Bayen, Armando Fox, Michael Franklin,
     Michael Jordan, Anthony Joseph, Randy Katz,
      David Patterson, Ion Stoica, Scott Shenker

                    UC Berkeley

                  September, 2011
8
Big Data is …
Massive
• Facebook: 200-400TB/day:
  83 million pictures
• Google: > 25 PB/day processed data


Growing
• More devices (cell phones),
  More people (3rd world),
  Bigger disks (2TB/$100)


Dirty
• Diverse, No Schema, Uncurated,
  Inconsistent Syntax and Semantics


9
“Big Data”: Working Definition
When the normal application of current
technology doesn’t enable users to obtain
timely and cost-effective answers of
sufficient quality to data-driven questions          MONEY


                                                             QUALITY
Challenge: Use machine learning
                                              TIME
Algorithms, HPC/cloud computing
Machines, and crowd-sourced
People to extract value from Big Data
while decreasing the cost of maintaining it

Interesting Big Data for Academic Research?
10
Big Data Opportunity
The Cancer Genome Atlas (TCGA)
•    20 cancer types, 500 tumors each: 5 petabytes
•    David Haussler (UCSC) Datacenter online Oct 1
•    OK to place Berkeley cluster next to 5 PB cluster
•    Novelty: Academic Access yet Important Big Data




    11   Slide from David Haussler, UCSC, “Cancer Genomics,” AMP retreat, 5/24/11
TCGA Potential Impact?

“We fully expect that 10 years from now, each cancer
 patient is going to want to get a genomic analysis of
 their cancer and will expect customized therapy
 based on that information.”
                                         Brad Ozenberger
                                   TCGA program director
                                 “Cracking Cancer's Code”
                                           Time Magazine
                                              June 2, 2011



12
Big Data, Genomics, and Cancer
¼ US deaths, 7M/year worldwide

⅓ US women will get cancer

½ US men will get cancer

Cancer: perversion of normal cell
Limitless growth, evolves, spreads

Cancer is a genetic disease
Accidental DNA cell copy flaws +
carcinogen-based mutations lead to cancer
13
5 Steps to Customized Therapy
     Sequencing machine that identifies many 300 base pair segments
 1   from a cancer tumor

     Create full genome sequence of the cancer tumor from many
 2   segments (“alignment”)


 3   Verify correctness of this sequence


     Insights from comparing many other sequences and treatments to
 4   tumor genome

     Diagnose and suggest of therapeutic targets for cure or non-
 5   progression based on tumor genome comparisons and patient records

14
1. Sequencing Machine Costs
                Improving Faster Than Moore’s Law
$1,200,000
             $1,000,000
$1,000,000

 $800,000

 $600,000

 $400,000

 $200,000
                                 $10,000             $1,000
       $0

               2007               2009               2012-3
2007 wet lab processing problem => 2012 digital processing problem


Looks like sequencing machines not the bottleneck in speed or cost

 15
Information Technology Obstacle?

“There is a growing gap between the generation of massively parallel
 sequencing output and the ability to process and analyze the resulting
 data. New users are left to navigate a bewildering maze of base calling,
 alignment, assembly and analysis tools with often incomplete
 documentation and no idea how to compare and validate their outputs.
 Bridging this gap is essential, or the coveted $1,000 genome will come
 with a $20,000 analysis price tag.”
                                                          John D McPherson
                                                       “Next-generation gap,”
                                                            Nature Methods,
                                                            October 15, 2009




16
2 & 3. Full sequence and verification


UCSF prototype using
open source SW, Cloud,
Hadoop, Hypertable,
Berkeley tools



>1 year on PC to <1 day in
the cloud


17
4. Compare Sequences
Machine Learning + Data Analytics

Cloud Programming Frameworks and Storage

(AMP Lab strengths)




                    5. Clinical Diagnosis
Suggest effective therapeutic targets for cure or stabilization
• Often events are relatively rare mutations, and not identifiable by traditional statistical
  methods (solutions lie in long tail of rare mutations: tiny needle in huge haystack)

Use Artificial Artificial Intelligence: (Crowd Sourcing)?
• Imitate success of Astronomy’s Galaxy Zoo or Biology’s FoldIt?


 18
An Opportunity or Obligation?
Given increasing genomic databases, next breakthroughs in
cancer fight as likely to come from computer scientists as from
biological scientists?


If it is plausible that CS could help millions of cancer patients live
longer and better lives, as moral people, aren’t we obliged to try?


(If need more motivation, huge future industry for customized,
genome based medicine?)



19
Comp Sci and Pasteur’s Quadrant
 Research is inspired by:
                                                               Consideration of use?
                                                           No                                           Yes
                                                                                           Use-inspired
                                                   Pure Basic                             Basic Research
Quest for                     Yes                  Research                                  (Pasteur)
Fundamental                                          (Bohr)
Understanding?                                                                           Attack Big Data by
                                                                                        Helping Fight Cancer?


                                                                                                Pure Applied
                              No                                                                 Research
                                                                                                  (Edison)



20   From Pasteur’s Quadrant: Basic Science and Technological Innovation, Donald E. Stokes, 1997
     Slide from “Engineering Education and the Challenges of the 21st Century,” Charles Vest, 9/22/09
Driving Future Insight
      Ecosystem                     Products and                                            Research
     Collaboration                   Technology                                            Community




Standards Based Solution             Optimize Intel®                                     Optimize Computing to
Optimization and Delivery          Solutions to Address                                  serve major Scientific
                                   Emerging Workloads                                   and Research Challenges

                                    Intel Xeon, MIC,
     Accelerate Time to                                                                  Supercomputing to
                                    Common Tools &
           Insight                                                                      move forward Science
                                       Compilers

                     Intel: Full Engagement on Delivery of
                   Technical Compute Workload Optimization


21                          Copyright © 2011, Intel Corporation. All rights reserved.
Transforming The Path to Discovery:
                  The Growth of High Performance Computing

      Annual Server Processor Shipments                                                   Supercomputing in 1997
                                                                                                            2010
9,500,000
                                                                                          ~10 PFLOPS     ~$55K/GFLOP
9,000,000

8,500,000
1,000,000
8,000,000

7,500,000

2,000,000
7,000,000

6,500,000

6,000,000

5,500,000

5,000,000
1,500,000

4,500,000

4,000,000

3,500,000

3,000,000

2,500,000




 500,000
                                                                                          ~1 TFLOP       <$50/GFlop


       1995                     2005                           2015
                                                               2010
                                                                2000
                                                                                           Performance     $/GFLOP

                  Source: IDC




 22                                    Copyright © 2011, Intel Corporation. All rights reserved.
Improving HPC Solutions for
            Continued Transformation




     Power, Performance, Parallelism: The Three Pillars of HPC


23                      Copyright © 2011, Intel Corporation. All rights reserved.
The Future Intel® Xeon® Processor E5
               Codenamed Sandy Bridge-EP


                                                 Growing Performance
                                                 • Up to 8 cores per socket
                                                 • Up to 2X FLOPS with Intel® Advanced
                                                   Vector Extensions


                                                 Efficient I/O
                                                 • Integrated PCIe reduces latency and power
                                                 • Platform includes integrated 6Gb SAS for
                                                   high performance local memory


      Powerful.                                  Advanced Security
     Intelligent.                                • Support for the latest Intel security
                                                   features like Intel® Trusted Execution
                                                   Technology and Intel® AES New instructions



     The Foundation of the Next Generation Datacenter


24                  Copyright © 2011, Intel Corporation. All rights reserved.
Intel® Xeon® E5:
                 Broadest Xeon Product Line


                        ~2X                                                                  ~20X




     Xeon 5500          Xeon E5                                                  Xeon 5500   Xeon E5


     Expect to Launch Almost 2X the                                   Cloud and Supercomputing Drive
        Designs of Xeon 5500/5600                                     Unprecedented Initial Demand



25                           Copyright © 2011, Intel Corporation. All rights reserved.
Introducing “Koomey’s Law”
                                                                                                                                 2008+2009 laptops
                            1.E+16
                            1.E+15                                                                     SiCortex SC5832
                                                                                                  Dell Dimension 2400
                            1.E+14
                                                                                                        Gateway P3, 733 MHz
                            1.E+13
                                                                                                                                       Dell Optiplex GXI
                                                                                    IBM PS/2 E + Sun SS1000
                            1.E+12
                                                                                                                              486/25 and 486/33 Desktops
                            1.E+11
     Computations per kWh




                                                                          Macintosh 128k      Compaq Deskpro 386/20e
                            1.E+10                                             IBM PC      IBM PC-AT
                                                           Cray 1 supercomputer         IBM PC-XT
                            1.E+09                                                          Apple IIe
                                                           DEC PDP-11/20        Altair
                            1.E+08
                                                          SDS 920               8800             Commodore 64
                            1.E+07
                            1.E+06                                       Univac III (transistors)
                            1.E+05
                                                              Univac II
                            1.E+04
                                                       Univac I                Regression results:
                            1.E+03
                                                   EDVAC                       N = 80
                            1.E+02      Eniac                                  Adjusted R-squared = 0.983
                                                                               Comps/kWh = exp(0.4401939 x Year - 849.1617)
                            1.E+01
                                                                               Average doubling time (1946 to 2009) = 1.57 years
                            1.E+00
                                 1940           1950         1960                1970               1980              1990          2000       2010




26                                                                Copyright © 2011, Intel Corporation. All rights reserved.
2S Server Power Efficiency
                                Compelling Energy Efficient Performance Gains

                                                                                                                                                                                          Six
                                                                                                                                                                                         Core
                        25x
 Relative Perf / Watt




                                                                                                                                                                                         32nm
                                                                                                                                                                 Quad
                                                                                                                                                                 Core
                        20x                                                                                                                                      45nm
                                                                                                                                      Quad
                                                                                                                                      Core
                        15x                                                                                                           45nm
                                                                                                             Quad
                                                                                                             Core
                        10x                                                       Dual                       65nm
                                                                                  Core
                                                                                  65nm
                         5x



                                2004                   2005                       2006                       2007                     2008                       2009                    2010
                                                                                                                                                                Xeon®                      Xeon®
                                Intel Single Core                                              Intel Multi Core                                                  5500                       5600



                              Outstanding Performance Per Watt Improvement
                                  Source: Intel internal measurements using SPECjbb2005* as of Feb 2009.
                                  Performance tests and ratings are measured using specific computer systems and/or components and reflect the approximate performance of Intel products as
                                  measured by those tests. Any difference in system hardware or software design or configuration may affect actual performance. Buyers should consult other sources
                                  of information to evaluate the performance of systems or components they are considering purchasing. For more information on performance tests and on the
                                  performance of Intel products, visit Intel Performance Benchmark Limitations

27                                                                         Copyright © 2011, Intel Corporation. All rights reserved.
Intel’s Many Core
                                     and Multi-core Engines

                                                                           Intel Xeon:
                                                                                   – Foundation of HPC Performance
                                                                                   – Suited for full scope of workloads
                                                                                   – Industry leading
     Multi-core Intel® Xeon® processor at 2.26-3.5 GHz
                                                                                     performance/watt for serial &
                       photo                                                         highly parallel workloads.

                                                                           MIC Architecture:
                                                                                   – Optimized for highly parallelized
                                                                                     compute intensive workloads
                                                                                   – Common software tools with
                                                                                     Xeon enabling efficient app
                                                                                     readiness and performance
                  Many Integrated Cores at 1-1.2 GHz                                 tuning
                      Die Size not to scale




28                                            Copyright © 2011, Intel Corporation. All rights reserved.
Process Technology Leadership:
             The Foundation for Performance Power, and
                      Parallelism Innovation


                                                                                                                          22nm
            2003            2005              2007                2009                    2011

     90nm                  65nm           45nm                32nm                    22nm
                                                                                                                     A Revolutionary Leap
                                                                                                                    in Process Technology
     SiGe          SiGe




      Invented             2nd Gen.        Invented           2nd Gen.                 First to
                                                                                                                     37%      Performance
        SiGe                 SiGe         Gate-Last          Gate-Last               Implement                                Gain at Low
      Strained             Strained         High-k             High-k                 Tri-Gate                                Voltage*
       Silicon              Silicon       Metal Gate         Metal Gate
Strained Silicon                                                                                                    >50%      Active Power
                                                                                                                              Reduction at
                                       High-k Metal Gate                                                                      Constant
                                                                                                                              Performance*
                                                                                      Tri-Gate



                                      The Foundation for All Computing
                            Source: Intel
                            *Compared to Intel 32nm Technology


29                                                      Copyright © 2011, Intel Corporation. All rights reserved.
Today’s Agenda

     Accelerating the pace of discovery:
     • High performance computing’s contribution to solving the world’s most
       pressing challenges




     Crossing the Gap:
     • Enabling broader access to high performance computing




     A look to the horizon of insight:
     • Reaching Exascale and expanding HPC




30                             Copyright © 2011, Intel Corporation. All rights reserved.
Is it Enough?




     Lack of Access Remains Critical


31         Copyright © 2011, Intel Corporation. All rights reserved.
Opportunity in Industry:
           Benefits of Digital Testing & Refining of Product Designs




                                       Simulation                                          Digital Content Creation

     Digital Development Opportunity                                                       The Cost of Dedicated Digital
     is Acute                                                                              Development Remains a Barrier
     • Lower R&D costs1                                                                    • Intel® Xeon® dual-processor workstations
         – ~½ the number of physical prototypes                                              standard for professional creators
         – ~½ prototyping costs                                                            • But access to digital render farms still limited
     • Accelerated product delivery2                                                       • External cloud can provide an alternative to
         – Competitive advantage                                                             dedicated systems for peak load
                                                                                                   – Dreamworks3 used 11m hours of external cloud
                                                                                                     rendering creating Kung Fu Panda (20% of total)




                    Full Time Investment for Intermittent Use
                     Source: 1. Aberdeen group
                     Source: 2. Aberdeen 2010 Manufacturing Survey
                     Source: 3. Dreamworks

32                                                Copyright © 2011, Intel Corporation. All rights reserved.
Bridging the Great Divide: Seamless Access to
         Efficient Compute Services on Demand




 Our Challenges to Getting There:
 • Technical & Social Barriers
 • New economic Models for Shared High
   Performance Computing
 • New Standards




33                               Copyright © 2011, Intel Corporation. All rights reserved.
International and         Energy and
          Nuclear Security               Domestic Security   Environmental Security




               Basic Science               Engineering         Computing

Lawrence Livermore National Laboratory                                                34
Basic Science

                                                          Cyber Security
                    NIF                      Climate

                                                                           Nuclear
                                                                       Counterterrorism
Energy Security
                                         Predictive Integrated Codes


          Physics and                                                        Experimental Verification
                                                   Computers
       Engineering Models                                                        and Validations




Lawrence Livermore National Laboratory                                                                   35
Building Energy
                                                                     Efficiency



                                             Carbon Capture




Addressing barriers of HPC adoption due to                         Electric Grid
 • Lack of expertise
                                                 Building new programs through
 • Lack of appropriate software                       application of HPC and
 • Cost                                               computational science

   Lawrence Livermore National Laboratory                                           36
International Center for High
                                                    Energy Density and Inertial Fusion
                                                    Energy Science
                                                    National Ignition Facility

 Campus-like environment with
  collaborative space
 Building-level security
 Ready access for all partners,
  including foreign nationals
 Wireless capability and                           High Performance Computing
  unclassified computing                            High Performance Computing
                                                    Capabilities and Facilities
 Synergy with community plans
  for economic growth


                     Transportation Energy Center
                     Combustion Research Facility



  Lawrence Livermore National Laboratory                                                 37
…engaging with U.S. industry to enhance American economic competitiveness by
promoting the adoption of high performance computing.


              Lowering the barriers for adoption
               of HPC:
                   High cost of entry
                   Lack of appropriate software
                                                        HPC
                   Shortage of skilled personnel      at Labs
                                                        100,000+ CPUs

        Deliver true business solutions            computer and
         for our industrial partners                computational
                                                      scientists
                                                             1,000-10,000 CPUs

 Build and nurture an HPC
  innovation ecosystem in the                community of industrial
  Livermore Valley Open Campus                 computational users
                                                                           10-100 CPUs



 Lawrence Livermore National Laboratory
Frameworks


                                         Domain Specific Software    Ensembles of
                                                                     calculations


                                                                     e.g. Uncertainty
                                                                     Quantification (UQ)
                                          Optimized HPC Libraries    Pipeline




                                                                    Rapid prototyping,
         HPC-IC partners                                            development, and
                                           Leading edge             deployment
                                           development
Vendors / co-design                         of reusable               Portable and
                                             software                 scalable software

         LLNL programs                                              Competitive
                                                                    advantage



Lawrence Livermore National Laboratory
Today’s Agenda

     Accelerating the pace of discovery:
     • High performance computing’s contribution to solving the world’s most
       pressing challenges




     Crossing the Gap:
     • Enabling broader access to high performance computing




     A look to the horizon of insight:
     • Reaching Exascale and expanding HPC




40                             Copyright © 2011, Intel Corporation. All rights reserved.
An Insatiable Need For Computing
       1 ZFlops

     100 EFlops

      10 EFlops

       1 EFlops

     100 PFlops

      10 PFlops

       1 PFlops                                                                                             Weather
                                                                                                           Prediction
     100 TFlops

      10 TFlops

       1 TFlops                                                                    Genomics
                                                                                   Research
     100 GFlops

      10 GFlops

       1 GFlops
                                               Medical
                                              Imaging
     100 MFlops                                                                      Forecast
                    1993             1999              2005                  2011                   2017   2023         2029

                  Exascale Problems Cannot Be Solved Using the
                        Computing Power Available Today
                  Source: www.top500.org




41                                          Copyright © 2011, Intel Corporation. All rights reserved.
Intel Labs & HPC
           Strong Research                    World Class Research
               Partnerships                   in HPC

                                                                                 Memory
                                                                                                          Silicon
     Industry                                                                    Stacking &
                                                                                                          Photonics
                                                                                 Technologies




                                                                                                          Programm-
Government                                                                       Security
                                                                                                          ability




                                                                                 Interconnect             Power
 Universities
                                                                                 Technologies             Reduction




                                    Delivering Breakthrough
                                 Technologies to Fuel Innovation
                * Other names, logos and brands may be claimed as the property of others.




42                                            Copyright © 2011, Intel Corporation. All rights reserved.
Driving Future Insight
      Ecosystem                     Products and                                           Research
     Collaboration                   Technology                                           Community




Standards Based Solution             Optimize Intel®                                    Identify Computing’s
Optimization and Delivery          Solutions to Address                                 Role in Scientific and
                                   Emerging Workloads                                   Research Challenges

                                    Intel Xeon, MIC,
     Accelerate Time to                                                                 Top 500 Exascale
                                    Common Tools &
           Insight                                                                           Insight
                                       Compilers

                     Intel: Full Engagement on Delivery of
                   Technical Compute Workload Optimization


43                          Copyright © 2011, Intel Corporation. All rights reserved.
In Summary

     The world’s most pressing challenges continue to be
     solved with the help of Intel based technical
     computing

     The path ahead offers new opportunities in both
     continued performance transformation and creating
     gateways for new access



     Intel is committed to help deliver solutions to meet
     these new opportunities



     Intel is collaborating across the world to help achieve a
     new era of insight .. transforming scientific discovery
     once again




44      Copyright © 2011, Intel Corporation. All rights reserved.
45
Legal Disclaimers
     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.
     Intel does not control or audit the design or implementation of third party benchmarks or Web sites referenced in this document. Intel encourages all of its
     customers to visit the referenced Web sites or others where similar performance benchmarks are reported and confirm whether the referenced benchmarks
     are accurate and reflect performance of systems available for purchase.
     Relative performance is calculated by assigning a baseline value of 1.0 to one benchmark result, and then dividing the actual benchmark result for the
     baseline platform into each of the specific benchmark results of each of the other platforms, and assigning them a relative performance number that
     correlates with the performance improvements reported.
     SPEC, SPECint, SPECfp, SPECrate. SPECpower, SPECjAppServer, SPECjbb, SPECjvm, SPECWeb, SPECompM, SPECompL, SPEC MPI, SPECjEnterprise* are
     trademarks of the Standard Performance Evaluation Corporation. See http://www.spec.org for more information. TPC-C, TPC-H, TPC-E are trademarks of
     the Transaction Processing Council. See http://www.tpc.org for more information.
     Intel® Virtualization Technology requires a computer system with an enabled Intel® processor, BIOS, virtual machine monitor (VMM) and, for some uses,
     certain platform software enabled for it. Functionality, performance or other benefits will vary depending on hardware and software configurations and may
     require a BIOS update. Software applications may not be compatible with all operating systems. Please check with your application vendor.
     Hyper-Threading Technology requires a computer system with a processor supporting HT Technology and an HT Technology-enabled chipset, BIOS and
     operating system. Performance will vary depending on the specific hardware and software you use. For more information including details on which
     processors support HT Technology, see here
     Intel® Turbo Boost Technology requires a Platform with a processor with Intel Turbo Boost Technology capability. Intel Turbo Boost Technology
     performance varies depending on hardware, software and overall system configuration. Check with your platform manufacturer on whether your system
     delivers Intel Turbo Boost Technology. For more information, see http://www.intel.com/technology/turboboost
     No computer system can provide absolute security under all conditions. Intel® Trusted Execution Technology (Intel® TXT) requires a computer system
     with Intel® Virtualization Technology, an Intel TXT-enabled processor, chipset, BIOS, Authenticated Code Modules and an Intel TXT-compatible measured
     launched environment (MLE). Intel TXT also requires the system to contain a TPM v1.s. For more information, visit
     http://www.intel.com/technology/security. In addition, Intel TXT requires that the original equipment manufacturer provides TPM functionality, which
     requires a TPM-supported BIOS. TPM functionality must be initialized and may not be available in all countries.
     Intel® AES-NI requires a computer system with an AES-NI enabled processor, as well as non-Intel software to execute the instructions in the correct
     sequence. AES-NI is available on Intel® Core™ i5-600 Desktop Processor Series, Intel® Core™ i7-600 Mobile Processor Series, and Intel® Core™ i5-500
     Mobile Processor Series. For availability, consult your reseller or system manufacturer. For more information, see http://software.intel.com/en-
     us/articles/intel-advanced-encryption-standard-instructions-aes-ni/
     Intel processor numbers are not a measure of performance. Processor numbers differentiate features within each processor series, not across different
     processor sequences. See http://www.intel.com/products/processor_number for details. Intel products are not intended for use in medical, life saving, life
     sustaining, critical control or safety systems, or in nuclear facility applications. All dates and products specified are for planning purposes only and are
     subject to change without notice
     Copyright © 2011 Intel Corporation. All rights reserved. Intel, the Intel logo, Xeon and Intel Core are trademarks or registered trademarks of Intel
     Corporation or its subsidiaries in the United States and other countries. All dates and products specified are for planning purposes only and are subject to
     change without notice




46                                                          Copyright © 2011, Intel Corporation. All rights reserved.

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Accelerating the Pace of Discovery Technical Computing at Intel

  • 1. Accelerating the Pace of Discovery Technical Computing at Intel John Hengeveld Director of High Performance Computing Strategy Intel Corporation @IntelXeon 1
  • 2. The Compute Continuum Enterprise Cloud Service Data Technical Transactional Delivery Computing Computing Desktops Laptops Netbooks Personal Devices Smartphones Smart TVs Intelligent & Displays Devices Technical Computing builds on ideas to develop new products, experiences and science 2 Copyright © 2011, Intel Corporation. All rights reserved.
  • 3. Today’s Agenda Accelerating the pace of discovery: • Technical computing’s contribution to solving the world’s most pressing challenges Crossing the Gap: • Enabling broader access to high performance computing A look to the horizon of insight: • Reaching Exascale and expanding HPC 3 Copyright © 2011, Intel Corporation. All rights reserved.
  • 4. The World’s Need for Scientific Insight Has Never Been More Acute Weather/Climate New Forms of Energy Healthcare 4 Copyright © 2011, Intel Corporation. All rights reserved.
  • 5. Driving Discovery in Addressing Global Climate Change The Challenge • World population: 9.22B by 2075 • Managing weather, climate, water and environment prediction is critical to the long term health of our planet Scientific Progress • Multi-day weather prediction weather prediction achieved • Ocean current simulation enables sea current insight and study 5 Copyright © 2011, Intel Corporation. All rights reserved.
  • 6. Creating New Paths to Fuel Our World The Challenge • Accurate exploration of reservoirs • Oil and gas production from complex reservoirs • Reduced cost of hardware and maintenances? Scientific Progress • Found new oil reserves and developing new drilling techniques to access them • Modeling Oil Diffusion and environmental risks • Breakthroughs in fusion research 6 Copyright © 2011, Intel Corporation. All rights reserved.
  • 7. Delivering New Insights in Curing Disease and Forging New Paths to Health The Challenge Cost of first AML genome was 1.6Million Today cost is ~30K – imagine when cost drops under 1K. Personalized medicine? Scientific Progress • Genome mapping delivered • Full body medical imaging enabling visualization to improved diagnosis 7 Copyright © 2011, Intel Corporation. All rights reserved.
  • 8. Big Data, HPC, and Cancer Alex Bayen, Armando Fox, Michael Franklin, Michael Jordan, Anthony Joseph, Randy Katz, David Patterson, Ion Stoica, Scott Shenker UC Berkeley September, 2011 8
  • 9. Big Data is … Massive • Facebook: 200-400TB/day: 83 million pictures • Google: > 25 PB/day processed data Growing • More devices (cell phones), More people (3rd world), Bigger disks (2TB/$100) Dirty • Diverse, No Schema, Uncurated, Inconsistent Syntax and Semantics 9
  • 10. “Big Data”: Working Definition When the normal application of current technology doesn’t enable users to obtain timely and cost-effective answers of sufficient quality to data-driven questions MONEY QUALITY Challenge: Use machine learning TIME Algorithms, HPC/cloud computing Machines, and crowd-sourced People to extract value from Big Data while decreasing the cost of maintaining it Interesting Big Data for Academic Research? 10
  • 11. Big Data Opportunity The Cancer Genome Atlas (TCGA) • 20 cancer types, 500 tumors each: 5 petabytes • David Haussler (UCSC) Datacenter online Oct 1 • OK to place Berkeley cluster next to 5 PB cluster • Novelty: Academic Access yet Important Big Data 11 Slide from David Haussler, UCSC, “Cancer Genomics,” AMP retreat, 5/24/11
  • 12. TCGA Potential Impact? “We fully expect that 10 years from now, each cancer patient is going to want to get a genomic analysis of their cancer and will expect customized therapy based on that information.” Brad Ozenberger TCGA program director “Cracking Cancer's Code” Time Magazine June 2, 2011 12
  • 13. Big Data, Genomics, and Cancer ¼ US deaths, 7M/year worldwide ⅓ US women will get cancer ½ US men will get cancer Cancer: perversion of normal cell Limitless growth, evolves, spreads Cancer is a genetic disease Accidental DNA cell copy flaws + carcinogen-based mutations lead to cancer 13
  • 14. 5 Steps to Customized Therapy Sequencing machine that identifies many 300 base pair segments 1 from a cancer tumor Create full genome sequence of the cancer tumor from many 2 segments (“alignment”) 3 Verify correctness of this sequence Insights from comparing many other sequences and treatments to 4 tumor genome Diagnose and suggest of therapeutic targets for cure or non- 5 progression based on tumor genome comparisons and patient records 14
  • 15. 1. Sequencing Machine Costs Improving Faster Than Moore’s Law $1,200,000 $1,000,000 $1,000,000 $800,000 $600,000 $400,000 $200,000 $10,000 $1,000 $0 2007 2009 2012-3 2007 wet lab processing problem => 2012 digital processing problem Looks like sequencing machines not the bottleneck in speed or cost 15
  • 16. Information Technology Obstacle? “There is a growing gap between the generation of massively parallel sequencing output and the ability to process and analyze the resulting data. New users are left to navigate a bewildering maze of base calling, alignment, assembly and analysis tools with often incomplete documentation and no idea how to compare and validate their outputs. Bridging this gap is essential, or the coveted $1,000 genome will come with a $20,000 analysis price tag.” John D McPherson “Next-generation gap,” Nature Methods, October 15, 2009 16
  • 17. 2 & 3. Full sequence and verification UCSF prototype using open source SW, Cloud, Hadoop, Hypertable, Berkeley tools >1 year on PC to <1 day in the cloud 17
  • 18. 4. Compare Sequences Machine Learning + Data Analytics Cloud Programming Frameworks and Storage (AMP Lab strengths) 5. Clinical Diagnosis Suggest effective therapeutic targets for cure or stabilization • Often events are relatively rare mutations, and not identifiable by traditional statistical methods (solutions lie in long tail of rare mutations: tiny needle in huge haystack) Use Artificial Artificial Intelligence: (Crowd Sourcing)? • Imitate success of Astronomy’s Galaxy Zoo or Biology’s FoldIt? 18
  • 19. An Opportunity or Obligation? Given increasing genomic databases, next breakthroughs in cancer fight as likely to come from computer scientists as from biological scientists? If it is plausible that CS could help millions of cancer patients live longer and better lives, as moral people, aren’t we obliged to try? (If need more motivation, huge future industry for customized, genome based medicine?) 19
  • 20. Comp Sci and Pasteur’s Quadrant Research is inspired by: Consideration of use? No Yes Use-inspired Pure Basic Basic Research Quest for Yes Research (Pasteur) Fundamental (Bohr) Understanding? Attack Big Data by Helping Fight Cancer? Pure Applied No Research (Edison) 20 From Pasteur’s Quadrant: Basic Science and Technological Innovation, Donald E. Stokes, 1997 Slide from “Engineering Education and the Challenges of the 21st Century,” Charles Vest, 9/22/09
  • 21. Driving Future Insight Ecosystem Products and Research Collaboration Technology Community Standards Based Solution Optimize Intel® Optimize Computing to Optimization and Delivery Solutions to Address serve major Scientific Emerging Workloads and Research Challenges Intel Xeon, MIC, Accelerate Time to Supercomputing to Common Tools & Insight move forward Science Compilers Intel: Full Engagement on Delivery of Technical Compute Workload Optimization 21 Copyright © 2011, Intel Corporation. All rights reserved.
  • 22. Transforming The Path to Discovery: The Growth of High Performance Computing Annual Server Processor Shipments Supercomputing in 1997 2010 9,500,000 ~10 PFLOPS ~$55K/GFLOP 9,000,000 8,500,000 1,000,000 8,000,000 7,500,000 2,000,000 7,000,000 6,500,000 6,000,000 5,500,000 5,000,000 1,500,000 4,500,000 4,000,000 3,500,000 3,000,000 2,500,000 500,000 ~1 TFLOP <$50/GFlop 1995 2005 2015 2010 2000 Performance $/GFLOP Source: IDC 22 Copyright © 2011, Intel Corporation. All rights reserved.
  • 23. Improving HPC Solutions for Continued Transformation Power, Performance, Parallelism: The Three Pillars of HPC 23 Copyright © 2011, Intel Corporation. All rights reserved.
  • 24. The Future Intel® Xeon® Processor E5 Codenamed Sandy Bridge-EP Growing Performance • Up to 8 cores per socket • Up to 2X FLOPS with Intel® Advanced Vector Extensions Efficient I/O • Integrated PCIe reduces latency and power • Platform includes integrated 6Gb SAS for high performance local memory Powerful. Advanced Security Intelligent. • Support for the latest Intel security features like Intel® Trusted Execution Technology and Intel® AES New instructions The Foundation of the Next Generation Datacenter 24 Copyright © 2011, Intel Corporation. All rights reserved.
  • 25. Intel® Xeon® E5: Broadest Xeon Product Line ~2X ~20X Xeon 5500 Xeon E5 Xeon 5500 Xeon E5 Expect to Launch Almost 2X the Cloud and Supercomputing Drive Designs of Xeon 5500/5600 Unprecedented Initial Demand 25 Copyright © 2011, Intel Corporation. All rights reserved.
  • 26. Introducing “Koomey’s Law” 2008+2009 laptops 1.E+16 1.E+15 SiCortex SC5832 Dell Dimension 2400 1.E+14 Gateway P3, 733 MHz 1.E+13 Dell Optiplex GXI IBM PS/2 E + Sun SS1000 1.E+12 486/25 and 486/33 Desktops 1.E+11 Computations per kWh Macintosh 128k Compaq Deskpro 386/20e 1.E+10 IBM PC IBM PC-AT Cray 1 supercomputer IBM PC-XT 1.E+09 Apple IIe DEC PDP-11/20 Altair 1.E+08 SDS 920 8800 Commodore 64 1.E+07 1.E+06 Univac III (transistors) 1.E+05 Univac II 1.E+04 Univac I Regression results: 1.E+03 EDVAC N = 80 1.E+02 Eniac Adjusted R-squared = 0.983 Comps/kWh = exp(0.4401939 x Year - 849.1617) 1.E+01 Average doubling time (1946 to 2009) = 1.57 years 1.E+00 1940 1950 1960 1970 1980 1990 2000 2010 26 Copyright © 2011, Intel Corporation. All rights reserved.
  • 27. 2S Server Power Efficiency Compelling Energy Efficient Performance Gains Six Core 25x Relative Perf / Watt 32nm Quad Core 20x 45nm Quad Core 15x 45nm Quad Core 10x Dual 65nm Core 65nm 5x 2004 2005 2006 2007 2008 2009 2010 Xeon® Xeon® Intel Single Core Intel Multi Core 5500 5600 Outstanding Performance Per Watt Improvement Source: Intel internal measurements using SPECjbb2005* as of Feb 2009. Performance tests and ratings are measured using specific computer systems and/or components and reflect the approximate performance of Intel products as measured by those tests. Any difference in system hardware or software design or configuration may affect actual performance. Buyers should consult other sources of information to evaluate the performance of systems or components they are considering purchasing. For more information on performance tests and on the performance of Intel products, visit Intel Performance Benchmark Limitations 27 Copyright © 2011, Intel Corporation. All rights reserved.
  • 28. Intel’s Many Core and Multi-core Engines Intel Xeon: – Foundation of HPC Performance – Suited for full scope of workloads – Industry leading Multi-core Intel® Xeon® processor at 2.26-3.5 GHz performance/watt for serial & photo highly parallel workloads. MIC Architecture: – Optimized for highly parallelized compute intensive workloads – Common software tools with Xeon enabling efficient app readiness and performance Many Integrated Cores at 1-1.2 GHz tuning Die Size not to scale 28 Copyright © 2011, Intel Corporation. All rights reserved.
  • 29. Process Technology Leadership: The Foundation for Performance Power, and Parallelism Innovation 22nm 2003 2005 2007 2009 2011 90nm 65nm 45nm 32nm 22nm A Revolutionary Leap in Process Technology SiGe SiGe Invented 2nd Gen. Invented 2nd Gen. First to 37% Performance SiGe SiGe Gate-Last Gate-Last Implement Gain at Low Strained Strained High-k High-k Tri-Gate Voltage* Silicon Silicon Metal Gate Metal Gate Strained Silicon >50% Active Power Reduction at High-k Metal Gate Constant Performance* Tri-Gate The Foundation for All Computing Source: Intel *Compared to Intel 32nm Technology 29 Copyright © 2011, Intel Corporation. All rights reserved.
  • 30. Today’s Agenda Accelerating the pace of discovery: • High performance computing’s contribution to solving the world’s most pressing challenges Crossing the Gap: • Enabling broader access to high performance computing A look to the horizon of insight: • Reaching Exascale and expanding HPC 30 Copyright © 2011, Intel Corporation. All rights reserved.
  • 31. Is it Enough? Lack of Access Remains Critical 31 Copyright © 2011, Intel Corporation. All rights reserved.
  • 32. Opportunity in Industry: Benefits of Digital Testing & Refining of Product Designs Simulation Digital Content Creation Digital Development Opportunity The Cost of Dedicated Digital is Acute Development Remains a Barrier • Lower R&D costs1 • Intel® Xeon® dual-processor workstations – ~½ the number of physical prototypes standard for professional creators – ~½ prototyping costs • But access to digital render farms still limited • Accelerated product delivery2 • External cloud can provide an alternative to – Competitive advantage dedicated systems for peak load – Dreamworks3 used 11m hours of external cloud rendering creating Kung Fu Panda (20% of total) Full Time Investment for Intermittent Use Source: 1. Aberdeen group Source: 2. Aberdeen 2010 Manufacturing Survey Source: 3. Dreamworks 32 Copyright © 2011, Intel Corporation. All rights reserved.
  • 33. Bridging the Great Divide: Seamless Access to Efficient Compute Services on Demand Our Challenges to Getting There: • Technical & Social Barriers • New economic Models for Shared High Performance Computing • New Standards 33 Copyright © 2011, Intel Corporation. All rights reserved.
  • 34. International and Energy and Nuclear Security Domestic Security Environmental Security Basic Science Engineering Computing Lawrence Livermore National Laboratory 34
  • 35. Basic Science Cyber Security NIF Climate Nuclear Counterterrorism Energy Security Predictive Integrated Codes Physics and Experimental Verification Computers Engineering Models and Validations Lawrence Livermore National Laboratory 35
  • 36. Building Energy Efficiency Carbon Capture Addressing barriers of HPC adoption due to Electric Grid • Lack of expertise Building new programs through • Lack of appropriate software application of HPC and • Cost computational science Lawrence Livermore National Laboratory 36
  • 37. International Center for High Energy Density and Inertial Fusion Energy Science National Ignition Facility  Campus-like environment with collaborative space  Building-level security  Ready access for all partners, including foreign nationals  Wireless capability and High Performance Computing unclassified computing High Performance Computing Capabilities and Facilities  Synergy with community plans for economic growth Transportation Energy Center Combustion Research Facility Lawrence Livermore National Laboratory 37
  • 38. …engaging with U.S. industry to enhance American economic competitiveness by promoting the adoption of high performance computing.  Lowering the barriers for adoption of HPC:  High cost of entry  Lack of appropriate software HPC  Shortage of skilled personnel at Labs 100,000+ CPUs  Deliver true business solutions computer and for our industrial partners computational scientists 1,000-10,000 CPUs  Build and nurture an HPC innovation ecosystem in the community of industrial Livermore Valley Open Campus computational users 10-100 CPUs Lawrence Livermore National Laboratory
  • 39. Frameworks Domain Specific Software Ensembles of calculations e.g. Uncertainty Quantification (UQ) Optimized HPC Libraries Pipeline Rapid prototyping, HPC-IC partners development, and Leading edge deployment development Vendors / co-design of reusable Portable and software scalable software LLNL programs Competitive advantage Lawrence Livermore National Laboratory
  • 40. Today’s Agenda Accelerating the pace of discovery: • High performance computing’s contribution to solving the world’s most pressing challenges Crossing the Gap: • Enabling broader access to high performance computing A look to the horizon of insight: • Reaching Exascale and expanding HPC 40 Copyright © 2011, Intel Corporation. All rights reserved.
  • 41. An Insatiable Need For Computing 1 ZFlops 100 EFlops 10 EFlops 1 EFlops 100 PFlops 10 PFlops 1 PFlops Weather Prediction 100 TFlops 10 TFlops 1 TFlops Genomics Research 100 GFlops 10 GFlops 1 GFlops Medical Imaging 100 MFlops Forecast 1993 1999 2005 2011 2017 2023 2029 Exascale Problems Cannot Be Solved Using the Computing Power Available Today Source: www.top500.org 41 Copyright © 2011, Intel Corporation. All rights reserved.
  • 42. Intel Labs & HPC Strong Research World Class Research Partnerships in HPC Memory Silicon Industry Stacking & Photonics Technologies Programm- Government Security ability Interconnect Power Universities Technologies Reduction Delivering Breakthrough Technologies to Fuel Innovation * Other names, logos and brands may be claimed as the property of others. 42 Copyright © 2011, Intel Corporation. All rights reserved.
  • 43. Driving Future Insight Ecosystem Products and Research Collaboration Technology Community Standards Based Solution Optimize Intel® Identify Computing’s Optimization and Delivery Solutions to Address Role in Scientific and Emerging Workloads Research Challenges Intel Xeon, MIC, Accelerate Time to Top 500 Exascale Common Tools & Insight Insight Compilers Intel: Full Engagement on Delivery of Technical Compute Workload Optimization 43 Copyright © 2011, Intel Corporation. All rights reserved.
  • 44. In Summary The world’s most pressing challenges continue to be solved with the help of Intel based technical computing The path ahead offers new opportunities in both continued performance transformation and creating gateways for new access Intel is committed to help deliver solutions to meet these new opportunities Intel is collaborating across the world to help achieve a new era of insight .. transforming scientific discovery once again 44 Copyright © 2011, Intel Corporation. All rights reserved.
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  • 46. Legal Disclaimers 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. Intel does not control or audit the design or implementation of third party benchmarks or Web sites referenced in this document. Intel encourages all of its customers to visit the referenced Web sites or others where similar performance benchmarks are reported and confirm whether the referenced benchmarks are accurate and reflect performance of systems available for purchase. Relative performance is calculated by assigning a baseline value of 1.0 to one benchmark result, and then dividing the actual benchmark result for the baseline platform into each of the specific benchmark results of each of the other platforms, and assigning them a relative performance number that correlates with the performance improvements reported. SPEC, SPECint, SPECfp, SPECrate. SPECpower, SPECjAppServer, SPECjbb, SPECjvm, SPECWeb, SPECompM, SPECompL, SPEC MPI, SPECjEnterprise* are trademarks of the Standard Performance Evaluation Corporation. See http://www.spec.org for more information. TPC-C, TPC-H, TPC-E are trademarks of the Transaction Processing Council. See http://www.tpc.org for more information. Intel® Virtualization Technology requires a computer system with an enabled Intel® processor, BIOS, virtual machine monitor (VMM) and, for some uses, certain platform software enabled for it. Functionality, performance or other benefits will vary depending on hardware and software configurations and may require a BIOS update. Software applications may not be compatible with all operating systems. Please check with your application vendor. Hyper-Threading Technology requires a computer system with a processor supporting HT Technology and an HT Technology-enabled chipset, BIOS and operating system. Performance will vary depending on the specific hardware and software you use. For more information including details on which processors support HT Technology, see here Intel® Turbo Boost Technology requires a Platform with a processor with Intel Turbo Boost Technology capability. Intel Turbo Boost Technology performance varies depending on hardware, software and overall system configuration. Check with your platform manufacturer on whether your system delivers Intel Turbo Boost Technology. For more information, see http://www.intel.com/technology/turboboost No computer system can provide absolute security under all conditions. Intel® Trusted Execution Technology (Intel® TXT) requires a computer system with Intel® Virtualization Technology, an Intel TXT-enabled processor, chipset, BIOS, Authenticated Code Modules and an Intel TXT-compatible measured launched environment (MLE). Intel TXT also requires the system to contain a TPM v1.s. For more information, visit http://www.intel.com/technology/security. In addition, Intel TXT requires that the original equipment manufacturer provides TPM functionality, which requires a TPM-supported BIOS. TPM functionality must be initialized and may not be available in all countries. Intel® AES-NI requires a computer system with an AES-NI enabled processor, as well as non-Intel software to execute the instructions in the correct sequence. AES-NI is available on Intel® Core™ i5-600 Desktop Processor Series, Intel® Core™ i7-600 Mobile Processor Series, and Intel® Core™ i5-500 Mobile Processor Series. For availability, consult your reseller or system manufacturer. For more information, see http://software.intel.com/en- us/articles/intel-advanced-encryption-standard-instructions-aes-ni/ Intel processor numbers are not a measure of performance. Processor numbers differentiate features within each processor series, not across different processor sequences. See http://www.intel.com/products/processor_number for details. Intel products are not intended for use in medical, life saving, life sustaining, critical control or safety systems, or in nuclear facility applications. All dates and products specified are for planning purposes only and are subject to change without notice Copyright © 2011 Intel Corporation. All rights reserved. Intel, the Intel logo, Xeon and Intel Core are trademarks or registered trademarks of Intel Corporation or its subsidiaries in the United States and other countries. All dates and products specified are for planning purposes only and are subject to change without notice 46 Copyright © 2011, Intel Corporation. All rights reserved.