| Description |
1 online resource |
| Series |
Lecture notes in earth system sciences, 2193-8571 |
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Lecture notes in earth system sciences.
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| Contents |
Introductory Material -- Why Do Scientists and Engineers Need GPU's Today? / Matthew G. Knepley, David A. Yuen -- Happenings at the GPU Conference / Xian-yu Lang, Long Wang, David A. Yuen -- Hardware and Installations -- Efficiency, Energy Efficiency and Programming of Accelerated HPC Servers: Highlights of PRACE Studies / Lennart Johnsson -- GRAPE and GRAPE-DR / Junichiro Makino -- Software libraries -- Parray: A Unifying Array Representation for Heterogeneous Parallelism / Yifeng Chen, Xiang Cui, Hong Mei -- Practical Random Linear Network Coding on GPUs / Xiaowen Chu, Kaiyong Zhao -- Preliminary Implementation of PETSc Using GPUs / Victor Minden, Barry Smith, Matthew G. Knepley -- Industrial Applications -- Multi-scale Continuum-Particle Simulation on CPU-GPU Hybrid Supercomputer / Wei Ge, Ji Xu, Qingang Xiong, Xiaowei Wang, Feiguo Chen, Limin Wang, Chaofeng Hou |
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GPU Best Practices for HPC Applications at Industry Scale / Peng Wang, Stan Posey -- Simulation of 1D Condensing Flows with CESE Method on GPU Cluster / Wei Ran, Wan Cheng, Fenghua Qin, Xisheng Luo -- Two-Way Coupled Sprays and Liquid Surface: A GPU-Based Multi-Scale Fluid Animation Method / Guijuan Zhang, Gaojin Wen, Shengzhong Feng -- High Performance Implementation of Binomial Option Pricing Using CUDA / Yechen Gui, Shenzhong Feng, Gaojin Wen, Guijuan Zhang, Yanyi Wan, Tao Liu -- Research of Acceleration MS-Alignment Identifying Post-Translational Modifications on GPU / Zhai Yantang, Tu Qiang, Lang Xianyu, Lu Zhonghua, Chi Xuebin -- Chemical Physical Applications -- GPU Tuning for First-Principle Electronic Structure Simulations / Yue Wu, Weile Jia, Lin-Wang Wang, Weiguo Gao, Long Wang, Xuebin Chi -- Nucleation and Reaction of Dislocations in Some Metals and Intermetallic Compound TiAl / D.S. Xu, H. Wang, R. Yang |
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Geophysical and Fluid Dynamical Application -- Large-Scale Numerical Weather Prediction on GPU Supercomputer / Takayuki Aoki, Takashi Shimokawabe -- Targeting Atmospheric Simulation Algorithms for Large, Distributed-Memory, GPU-Accelerated Computers / Matthew R. Norman -- Investigation of Solving 3D Navier-Stokes Equations with Hybrid Spectral Scheme Using GPU / Ying Xu, Lei Xu, D.D. Zhang, J.F. Yao -- Correlation of Reservoir and Earthquake by Multi Temporal-Spatial Scale Flow Driven Pore-Network Crack Model in Parallel CPU and GPU Platform / B.J. Zhu, C. Liu, Y.L. Shi, D.A. Yuen -- A Full GPU Simulation of Evolving Fracture Networks in a Heterogeneous Poro-Elasto-Plastic Medium with Effective-Stress-Dependent Permeability / Boris Galvan, Stephen Miller -- GPU Implementation of Multigrid Solver for Stokes Equation with Strongly Variable Viscosity / Liang Zheng, Taras Gerya, Matthew Knepley, David A. Yuen, Huai Zhang, Yaolin Shi |
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High Rayleigh Number Mantle Convection on GPU / David A. Sanchez, Christopher Gonzalez, David A. Yuen, Grady B. Wright -- High-Order Discontinuous Galerkin Methods by GPU Metaprogramming / Andreas Klöckner, Timothy Warburton, Jan S. Hesthaven -- Accelerating Large-Scale Simulation of Seismic Wave Propagation by Multi-GPUs and Three-Dimensional Domain Decomposition / Taro Okamoto, Hiroshi Takenaka, Takeshi Nakamura, Takayuki Aoki -- Support Operator Rupture Dynamics on GPU / Shenyi Song, Yichen Zhou, Tingxing Dong, David A. Yuen -- Algorithms and Solvers -- A Geometric Multigrid Solver on GPU Clusters / Harald Koestler, Daniel Ritter, Christian Feichtinger -- Accelerating 2-Dimensional CFD on Multi-GPU Supercomputer / Sen Li, Xinliang Li, Long Wang, Zhonghua Lu, Xuebin Chi -- Efficient Rendering of Order Independent Transparency on the GPUs / Fang Liu |
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Performance Evaluation of Fast Fourier Transform Application on Heterogeneous Platforms / Xiaojun Li, Yang Gao, Xinyu Ma, Ying Liu -- Accurate Evaluation of Local Averages on GPGPUs / Dmitry A. Karpeev, Matthew G. Knepley, Peter R. Brune -- Accelerating Swarm Intelligence Algorithms with GPU-Computing / Robin M. Weiss -- Asynchronous Parallel Logic Simulation on Modern Graphics Processors / Yangdong Deng, Yuhao Zhu, Wang Bo -- Implementations of Main Algorithms for Generalized Symmetric Eigenproblem on GPU Accelerator / Yonghua Zhao, Fang Liu, Yangang Wang, Xuebin Chi -- Using Mixed Precision Algorithm for LINPACK Benchmark on AMD GPU / Xianyi Zhang, Yunquan Zhang, Lei Wang -- Parallel Lattice Boltzmann Method on CUDA Architecture / Weibing Feng, Wu Zhang, Bing He, Kai Wang |
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Visualization -- Iterative Deblurring of Large 3D Datasets from Cryomicrotome Imaging Using an Array of GPUs / Thomas Geenen, Pepijn van Horssen, Jos A.E. Spaan, Maria Siebes -- WebViz: A Web-Based Collaborative Interactive Visualization System for Large-Scale Data Sets / Yichen Zhou, Robin M. Weiss, Elizabeth McArthur, David Sanchez, Xiang Yao, Dave Yuen -- Interactive Visualization Tool for Planning Cancer Treatment / R. Wcisło, W. Dzwinel, P. Gosztyla, D.A. Yuen, W. Czech -- High Throughput Heterogeneous Computing and Interactive Visualization on a Desktop Supercomputer / S. Zhang, R. Weiss, S. Wang, G.A. Barnett Jr., D.A. Yuen -- Applications of Microtomography to Multiscale System Dynamics: Visualisation, Characterisation and High Performance Computation / Jie Liu, Klaus Regenauer-Lieb, Chris Hines, Shuxia Zhang, Paul Bourke, Florian Fusseis -- Three-Dimensional Reconstruction of Electron Tomography Using Graphic Processing Units (GPUs) / Xiaohua Wan, Fa Zhang, Qi Chu, Zhiyong Liu |
| Summary |
This book covers the new topic of GPU computing with many applications involved, taken from diverse fields such as networking, seismology, fluid mechanics, nano-materials, data-mining, earthquakes, mantle convection, visualization. It will show the public why GPU computing is important and easy to use. It will offer a reason why GPU computing is useful and how to implement codes in an everyday situation |
| Analysis |
Computer science |
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Electronic data processing |
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Materials |
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Numeric Computing |
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Geophysics/Geodesy |
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Continuum Mechanics and Mechanics of Materials |
| Bibliography |
Includes bibliographical references and index |
| Notes |
English |
| Subject |
High performance computing -- Congresses
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Graphics processing units -- Congresses
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Multivariate analysis -- Data processing -- Congresses
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COMPUTERS -- Data Processing.
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Sciences de la terre.
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Environnement.
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Graphics processing units
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High performance computing
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Multivariate analysis -- Data processing
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| Genre/Form |
proceedings (reports)
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Conference papers and proceedings
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Conference papers and proceedings.
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Actes de congrès.
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| Form |
Electronic book
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| Author |
Yuen, David A.
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International Workshop of GPU Solutions to Multiscale Problems in Science and Engineering (1st : 2010 : Harbin, China)
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| ISBN |
9783642164057 |
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3642164056 |
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3642164048 |
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9783642164040 |
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1299197469 |
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9781299197466 |
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