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What Programming Language Should We Use Tomorrow Kim Young Soo
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Introduction
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Language is a religion So, what language do you believe? So, what language should we use tomorrow? We should choose the language which is good for our purpose
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Contents Introduction Trends and Languages Multi-core Productivity Other trends Conclusion
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MULTI-CORE PROCESS Language for multi-core parallel programming
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CPU Clock Limit Intel Pentium 4 640 (3.2GHz) \62,900 Intel Core 2 Duo E6600 (2.4GHz) \221,840
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Trend is Multi-Core Single Core, Dual Core, Quad Core… Intel Developed 8-Core “Gainestown”
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As Mr.Lee Presented… Functional Language is good for programming for Multi-core processes Pure function Optimization Thread Safe! Haskell provides STM (transaction memory)
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Parallel Programming in Haskell
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Parallel Programming in C OpenMP We can just use “#prgma omp” directive Little more complex than Haskell’s case But… Really ‘Little’? NO!
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Speed of Functional Language Very Slow Lazy Evaluation List Processing Garbage Collection Etc..
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Trend is Multi-Core…? Single Core, Dual Core, Quad Core… Intel Developed 8-Core “Gainestown” Changing not so rapidly Still, Even quad-core is not so common Expensive
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But there is… In my computer, there is a device which Can process numbers faster than CPU! Have more core than CPU! …more expensive than CPU! OTL
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GPU GPU in the VGA Card To Process Graphic Data Excessive Number of Vertex and Pixel We need Simple but Many and Fast Processer
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Shading Language To fully use GPU to process graphic data We need program for GPU : Shader Decide GPU’s behavior
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Shading Language Shader in DirectX 8 Simple.vsh vs.1.1 dp4 oPos.x, v0, c0 dp4 oPos.y, v0, c1 dp4 oPos.z, v0, c2 dp4 oPos.w, v0, c3 dp3 oD1, v3, -c4 mov oD0, c5 mov oT0, v7
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Shading Language DirectX 9 Provides HLSL PS_OUT ps( PS_IN In ) { PS_OUT Out = ( PS_OUT ) 0; float4 color; float4 shadow; color = tex2D( sBase, In.Base.xy ); shadow = tex2D( sShadow, In.Shadow.xy ); color = color * shadow; Out.Color = color; return Out; }
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Shading Language High-level shading languages CG (C for Graphics) GLSL (OpenGL) HLSL (DirectX) C-like languages
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Shading Language And next…? Graphic Library to Software Rendering Tim Sweeney(Epic Games)’s speech in CEDEC 2008 We need high level language Productivity is also important Basically, shader programming is massive-parallel Shading Language often describe what ‘value’ should be Why cannot be functional?
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GPGPU GPU is not only for shading Good to Floating point operations High-end VGA Card’s has >1 Tflops of computing power GPU for General Purpose
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GPGPU NVidia Supports CUDA for GPGPU C-like GPGPU program language Tesla series graphic card for CUDA Revolution Started!
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GPGPU
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C-like language is not enough Will you only use assembly to single thread? More high-level Language for Parallel computing Functional?!
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Functional is not a Panacea Difficult for common programmers in field IO, GUI programming Procedural Algorithms Flow control Why we are still using QWERTY keyboard? Evaluation cost
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PRODUCTIVITY Easiness of programming
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Productivity for Small Program Easiness is the most important For programmer Not for programmer Labview Matlab
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Script Language Python, Ruby, JavaScript and etc.. Very easy to learn Simple grammar Doesn’t need to consider everything Some weakly-dynamic typed language Easy More Intuition Friendly
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Productivity for Big program Big and Bigger! Mabinogi : Windows XP : Mac OS X 10.4 : Debian 4.0 : 1,000,000 Lines 86,000,000 Lines 283,000,000 Lines 40,000,000 Lines
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Productivity for Big program Gears of War Gameplay Code ~250,000 lines C++, script code Gears of War Gameplay Code ~250,000 lines C++, script code Unreal Engine 3 Middleware Game Engine ~250,000 lines C++ code Unreal Engine 3 Middleware Game Engine ~250,000 lines C++ code DirectX Graphics DirectX Graphics OpenAL Audio OpenAL Audio Ogg Vorbis Music Codec Ogg Vorbis Music Codec Speex Speech Codec Speex Speech Codec wx Widgets Window Library wx Widgets Window Library ZLib Data Compr- ession ZLib Data Compr- ession …
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Productivity for Big program Modularity Functional Language, OOP… Reliability Memory operation Type checking Concurrency I already mentioned about concurrency
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OTHER TRENDS Web 2.0, Cloud Computing
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Web 2.0 Based on web application Dynamic web page Web based application Programming Languages? Mainly Framework Based Easy, Browser-friendly language needed
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Cloud Computing Server program should be parallel Consider browser and network
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CONCLUSION Functional? Script? and…
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Conclusion Multi-core Trend Concurrency is very important High-level language for productivity Functional can be answer
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Conclusion Productivity is very ‘very’ important For small program Easy script language can be answer For big program Must be well-moduled High-Level language Functional language can be answer
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C# is under developing C# structured, imperative, object-oriented, event-driven, functional, static-strong typed Microsoft is providing and developing useful paradigm and functions
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My Recommendation Learn and use Haskell Python or Ruby or Perl C# And Assembly, C, C++, Delphi, HDL, Java, Matlab, Labview, Lex, Lua, Prolog, Regular Expression, Visual Basic…
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Reference Tim Sweeney's talk at POPL06 and CEDEC 2008 Wikipedia Google Image Search
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Thanks for your attention
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