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E-raamat: GPU Solutions to Multi-scale Problems in Science and Engineering

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Covering a broad range of applications in graphics processing unit (GPU) computing, this book demonstrates the importance of this new technology and shows how to implement codes in real-world situations. The volume includes code examples written in CUDA.

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.
Part I Introductory Material
1 Why Do Scientists and Engineers Need GPU's Today?
3(10)
Matthew G. Knepley
David A. Yuen
2 Happenings at the GPU Conference
13(20)
Xian-yu Lang
Long Wang
David A. Yuen
Part II Hardware and Installations
3 Efficiency, Energy Efficiency and Programming of Accelerated HPC Servers: Highlights of PRACE Studies
33(46)
Lennart Johnsson
4 GRAPE and GRAPE-DR
79(12)
Junichiro Makino
Part III Software Libraries
5 PARRAY: A Unifying Array Representation for Heterogeneous Parallelism
91(24)
Yifeng Chen
Xiang Cui
Hong Mei
6 Practical Random Linear Network Coding on GPUs
115(16)
Xiaowen Chu
Kaiyong Zhao
7 Preliminary Implementation of PETSc Using GPUs
131(12)
Victor Minden
Barry Smith
Matthew G. Knepley
Part IV Industrial Applications
8 Multi-scale Continuum-Particle Simulation on CPU-GPU Hybrid Supercomputer
143(20)
Wei Ge
Ji Xu
Qingang Xiong
Xiaowei Wang
Feiguo Chen
Limin Wang
Chaofeng Hou
Ming Xu
Jinghai Li
9 GPU Best Practices for HPC Applications at Industry Scale
163(10)
Peng Wang
Stan Posey
10 Simulation of 1D Condensing Flows with CESE Method on GPU Cluster
173(14)
Wei Ran
Wan Cheng
Fenghua Qin
Xisheng Luo
11 Two-Way Coupled Sprays and Liquid Surface: A GPU-Based Multi-Scale Fluid Animation Method
187(14)
Guijuan Zhang
Gaojin Wen
Shengzhong Feng
12 High Performance Implementation of Binomial Option Pricing Using CUDA
201(14)
Yechen Gui
Shenzhong Feng
Gaojin Wen
Guijuan Zhang
Yanyi Wan
Tao Liu
13 Research of Acceleration MS-Alignment Identifying Post-Translational Modifications on GPU
215(20)
Zhai Yantang
Tu Qiang
Lang Xianyu
Lu Zhonghua
Chi Xuebin
Part V Chemical Physical Applications
14 GPU Tuning for First-Principle Electronic Structure Simulations
235(12)
Yue Wu
Weile Jia
Lin-Wang Wang
Weiguo Gao
Long Wang
Xuebin Chi
15 Nucleation and Reaction of Dislocations in Some Metals and Intermetallic Compound TiAl
247(14)
D. S. Xu
H. Wang
R. Yang
Part VI Geophysical and Fluid Dynamical Application
16 Large-Scale Numerical Weather Prediction on GPU Supercomputer
261(10)
Takayuki Aoki
Takashi Shimokawabe
17 Targeting Atmospheric Simulation Algorithms for Large, Distributed-Memory, GPU-Accelerated Computers
271(12)
Matthew R. Norman
18 Investigation of Solving 3D Navier-Stokes Equations with Hybrid Spectral Scheme Using GPU
283(12)
Ying Xu
Lei Xu
D. D. Zhang
J. F. Yao
19 Correlation of Reservoir and Earthquake by Multi Temporal-Spatial Scale Flow Driven Pore-Network Crack Model in Parallel CPU and GPU Platform
295(10)
B. J. Zhu
C. Liu
Y. L. Shi
D. A. Yuen
20 A Full GPU Simulation of Evolving Fracture Networks in a Heterogeneous Poro-Elasto-Plastic Medium with Effective-Stress-Dependent Permeability
305(16)
Boris Galvan
Stephen Miller
21 GPU Implementation of Multigrid Solver for Stokes Equation with Strongly Variable Viscosity
321(14)
Liang Zheng
Taras Gerya
Matthew Knepley
David A. Yuen
Huai Zhang
Yaolin Shi
22 High Rayleigh Number Mantle Convection on GPU
335(18)
David A. Sanchez
Christopher Gonzalez
David A. Yuen
Grady B. Wright
Gregory A. Barnett
23 High-Order Discontinuous Galerkin Methods by GPU Metaprogramming
353(22)
Andreas Klockner
Timothy Warburton
Jan S. Hesthaven
24 Accelerating Large-Scale Simulation of Seismic Wave Propagation by Multi-GPUs and Three-Dimensional Domain Decomposition
375(16)
Taro Okamoto
Hiroshi Takenaka
Takeshi Nakamura
Takayuki Aoki
25 Support Operator Rupture Dynamics on GPU
391(16)
Shenyi Song
Yichen Zhou
Tingxing Dong
David A. Yuen
Part VII Algorithms and Solvers
26 A Geometric Multigrid Solver on GPU Clusters
407(16)
Harald Koestler
Daniel Ritter
Christian Feichtinger
27 Accelerating 2-Dimensional CFD on Multi-GPU Supercomputer
423(14)
Sen Li
Xinliang Li
Long Wang
Zhonghua Lu
Xuebin Chi
28 Efficient Rendering of Order Independent Transparency on the GPUs
437(20)
Fang Liu
29 Performance Evaluation of Fast Fourier Transform Application on Heterogeneous Platforms
457(30)
Xiaojun Li
Yang Gao
Xinyu Ma
Ying Liu
30 Accurate Evaluation of Local Averages on GPGPUs
487(16)
Dmitry A. Karpeev
Matthew G. Knepley
Peter R. Brune
31 Accelerating Swarm Intelligence Algorithms with GPU-Computing
503(14)
Robin M. Weiss
32 Asynchronous Parallel Logic Simulation on Modern Graphics Processors
517(26)
Yangdong Deng
Yuhao Zhu
Wang Bo
33 Implementations of Main Algorithms for Generalized Symmetric Eigenproblem on GPU Accelerator
543(12)
Yonghua Zhao
Fang Liu
Yangang Wang
Xuebin Chi
34 Using Mixed Precision Algorithm for LINPACK Benchmark on AMD GPU
555(6)
Xianyi Zhang
Yunquan Zhang
Lei Wang
35 Parallel Lattice Boltzmann Method on CUDA Architecture
561(12)
Weibing Feng
Wu Zhang
Bing He
Kai Wang
Part VIII Visualization
36 Iterative Deblurring of Large 3D Datasets from Cryomicrotome Imaging Using an Array of GPUs
573(14)
Thomas Geenen
Pepijn van Horssen
Jos A. E. Spaan
Maria Siebes
Jeroen P. H. M. van den Wijngaard
37 Web Viz: A Web-Based Collaborative Interactive Visualization System for Large-Scale Data Sets
587(20)
Yichen Zhou
Robin M. Weiss
Elizabeth McArthur
David Sanchez
Xiang Yao
Dave Yuen
Mike R. Knox
W. Walter Czech
38 Interactive Visualization Tool for Planning Cancer Treatment
607(32)
R. Wcislo
W. Dzwinel
P. Gosztyla
D. A. Yuen
W. Czech
39 High Throughput Heterogeneous Computing and Interactive Visualization on a Desktop Supercomputer
639(14)
S. Zhang
R. Weiss
S. Wang
G. A. Barnett Jr.
D. A. Yuen
40 Applications of Microtomography to Multiscale System Dynamics: Visualisation, Characterisation and High Performance Computation
653(22)
Jie Liu
Klaus Regenauer-Lieb
Chris Hines
Shuxia Zhang
Paul Bourke
Florian Fusseis
David A. Yuen
41 Three-Dimensional Reconstruction of Electron Tomography Using Graphic Processing Units (GPUs)
675(16)
Xiaohua Wan
Fa Zhang
Qi Chu
Zhiyong Liu
Index 691