Bending The Curve
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Bending The Curve

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Bending The Curve Bending The Curve Presentation Transcript

  • Legal InformationToday’s presentations contain forward-looking statements. All statements made that are not historical facts are subject to a number ofrisks and uncertainties, and actual results may differ materially. Please refer to our most recent Earnings Release and our most recentForm 10-Q or 10-K filing for more information on the risk factors that could cause actual results to differ.If we use any non-GAAP financial measures during the presentations, you will find on our website, intc.com, the required reconciliationto the most directly comparable GAAP financial measure.INFORMATION IN THIS DOCUMENT IS PROVIDED “AS IS”. NO LICENSE, EXPRESS OR IMPLIED, BY ESTOPPEL OR OTHERWISE, TO ANYINTELLECTUAL PROPERTY RIGHTS IS GRANTED BY THIS DOCUMENT. INTEL ASSUMES NO LIABILITY WHATSOEVER AND INTEL DISCLAIMSANY EXPRESS OR IMPLIED WARRANTY, RELATING TO THIS INFORMATION INCLUDING LIABILITY OR WARRANTIES RELATING TO FITNESSFOR A PARTICULAR PURPOSE, MERCHANTABILITY, OR INFRINGEMENT OF ANY PATENT, COPYRIGHT OR OTHER INTELLECTUAL PROPERTYRIGHT.Performance tests and ratings are measured using specific computer systems and/or components and reflect the approximateperformance of Intel products as measured by those tests. Any difference in system hardware or software design or configuration mayaffect actual performance. Buyers should consult other sources of information to evaluate the performance of systems or componentsthey are considering purchasing. For more information on performance tests and on the performance of Intel products, referencewww.intel.com/software/products.Software and workloads used in performance tests may have been optimized for performance only on Intelmicroprocessors. 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 otherinformation and performance tests to assist you in fully evaluating your contemplated purchases, including the performance of thatproduct when combined with other products.
  • Bending The Curve Daryan Dehghanpisheh May 24, 2012 Source: All trademarks and brands are registered property of their respective companies.
  • A Shameless Plug Join in the discussion!All trademarks and brands are registered property of their respective companies. 3
  • The “So What?”• We have “Knowns, unknowns, and known unknowns”• Radical performance is here. And, affordable for most.• Dealing with data requires a whole new strategy.• The Cost Curves of the business are bending. All told: A new breed of competitor lurks. 4
  • KNOWNS, UNKNOWNS, KNOWN UNKNOWNS
  • What I hear about, all the time.Source: 61. Google Images search, public domainAll trademarks and brands are registered property of their respective companies.
  • These Are Not Black Swans We Knew the Storm Was ComingSource: 71. Google Images search, public domain.All trademarks and brands are registered property of their respective companies.
  • And Yet, There Was Still Carnage Halted Due to “Technical Issues”Source: 81. Google Finance, chart.All trademarks and brands are registered property of their respective companies.
  • RADICAL PLATFORM PERFORMANCE
  • Cause and Effect? Performance Unleashed Cost Per: Year GFLOP GB Mic 2007 $2.48 $48.00 $20,000,000.00 2012 $0.48 $0.92 $150,000.00 Decrease >5X >50X >130X Massive Capabilities. Small Investments.Source: 101.The Aggregate, 2003-08-22, retrieved 2012-02-092. Adam Stevenson, Yann Le Du, and Mariem El Afrit. "^ Adam Stevenson, Yann Le Du, and Mariem El Afrit. "High-performance computing on gamer PCs." Ars Technica. March 31, 2011.." Ars Technica. March 31, 2011.
  • “Optimization” Is Relative Latency Registers Arb GETCO (1 Cycle) Flow based Caches execution arbitrage Breakwater (2-20 Cycles) Micro-market Memory linear models BATS (100 Cycles) Remote Memory Machine Learning Models Automat (10,000 Cycles)Stochastic Models of order book Flash Drives dynamics Citadel (100,000 Cycles) Spinning Disks Statistical Arbitrage Rentec (10,000,000 Cycles) It is a blend of art, science...and strategy.
  • Put More Simply…We Optimize Across A Range of Techniques
  • Affordable Low(er) Latency Latency vs Message Rate (Mpps) 15 Latency (µsec) 10 5 0 1.0 1.5 2.0 2.5 3.0 3.5 4.0 Westmere 3.5 6.7 6.8 13.2 SandyBridge 2.5 2.6 2.9 3.2 3.8 4.7 7.7 Moore’s Law Brings Lower Latency to the Masses More EasilySource:1. Solarflare: http://www.solarflare.comAll trademarks and brands are registered property of their respective companies.
  • LATENCY – LOWER IS BETTER The Latency Spectrum Parallelism; # of Threads
  • LATENCY – LOWER IS BETTER The Latency Spectrum PARRALELISM; # of THRAEDS Apps that are truly single threaded and acutely latency sensitive represent an extremely small footprint of code.
  • Our Collective Challenge In 2012 all PCs & Servers shipping are Multi-Core, Multi-Threaded Source: PC Semiconductor Market Briefing: Re-Architecting the PC and Units = M the Migration of Value, June 2008 450 400 350 300 250 200 150PERFORMANCE Multi-core Needs 100 Parallel Applications 50 0 GHz Era Multi-core Era 2007 2008 2009 2010 2011 2012 TIME Single Core Dual Core Triple Core Quad Core Hex Core Octal Core 12 Core 16 Core const str newNormal = “parallel”; 16
  • Setting The Pace: Intel x86 ISA Next: Leapfrog performance with wide Future ExtensionsPerformance / core • Hardware FMA vectorization, ISA extensions. • Memory Latency/BW • Many Other Features Traditionally: Ivy Bridge Improved performance with upcoming • Half float support Intel® micro architectures • Random Number Generator Intel Xeon E5 Series Intel Xeon 56xx Series • Intel® AVX • Intel® SSE4 • Up to 2X FLOP Output • Intel AES-NI^-Cryptographic Acceleration • 3-Operand instructions • Memory latency, BW • Fast Unaligned support Core Intel Architecture Goes Well Beyond “Speeds and Feeds” ^AES-NI - Advanced Encryption Standard New Instruction AVX – Advanced Vector Extensions
  • Intel Xeon E5 - AVX Instructions Newest in a long line of processor instruction innovations Increases floating point operations per clock up to 2X1 for technical, financial, scientific & content creation applications Performance to solve your most complex problems AVX Can Provide >1.8X Improvement to SSE CodeSource: 181. Intel Corporation: http://www.intel.comAll trademarks and brands are registered property of their respective companies.
  • Intel Fused Multiply Add (FMA)• Computes (ab)c with no intermediate rounding. – Can speed up many common floating-point computations • Get twice as many arithmetic ops per instruction • Circuitry does not need to normalize intermediate result. – Accurate computation of small residuals• Varieties supported types: float, double widths: scalar, 128-bit vector, 256-bit vector negations: ab+c, (ab)+c, abc, (ab)c, And vector versions with alternating signs: akbkck on even indices akbk+ck on even indices akbk+ck on odd indices akbkck on odd indices 19
  • DEALING WITH DATA… BEYOND THE TAPE
  • A Cambrian Explosion… of Data 230M 50M Tweets sent 250M 100M Photos uploaded to Facebook 2B 7B Videos watched New Types of Data. New Types of Trading Opportunities.Source: 211. Public sources, Company Metrics from public filings: http://finance.google.com/(symbol)All trademarks and brands are registered property of their respective companies.
  • Creating New Data ChallengesIntelligent Manageable Personalized New Technologies and Methods are Required 22
  • A New Data Strategy 23
  • A New Data StrategySource: 24All trademarks and brands are registered property of their respective companies.
  • LOWER COST MODEL LEADSTO NEW DISRUPTIONS… AND COMPETITORS
  • Alpha From Tweets Unstructured Graph Data >2X Better Returns than Major Indexes During Test PeriodSource: 26Correlating Financial Time Series with Micro Blogging Activity, Eduardo J. Ruiz, Vagelis Hristidis, Carlos Castillo, Aristedes Gionis, Alejandor Jaimes, February 8 -2012, Seattle Washingon, US – Copyright 2012
  • Analysis (And Execution) In the Cloud 8 People, 4 Trades >$X00M Gain… All from Cloud Cloud Architectures Much Higher Alpha. Much Lower Costs.Source: 27All trademarks and brands are registered property of their respective companies.
  • Fully Optimizing For Success Performance Increase Optimization Choices Much Higher Alpha. Much Lower Costs.Source: 28All trademarks and brands are registered property of their respective companies.
  • How Long Until You’re Optimized? Days? Months? Years?New Hardware, New Tools – New Bios New OS / Java, OptimizedCores, Sockets New Network 1588., thread Settings Compilers Application Instructions checker…If time is money, how much of both are you losing? Start today. Start with Intel. 29
  • One Last Plug Join in the discussion!Source: 30All trademarks and brands are registered property of their respective companies.
  • Thank you.Source: 31All trademarks and brands are registered property of their respective companies.