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Performance Analysis of a Hybrid MPI/CUDA Implementation of the NAS-LU Benchmark

S.J. Pennycook, S.D. Hammond, S.A. Jarvis, G.R. Mudalige

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Tags: Benchmarking, Computer science, CUDA, MPI, nVidia, Performance, Tesla C1060, Tesla C2050

May 25, 2011 by hgpu

Optimizing Sweep3D for Graphic Processor Unit

Chunye Gong, Jie Liu, Zhenghu Gong, Jin Qin, Jing Xie

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Tags: Boltzmann equation, Computational Physics, CUDA, nVidia, Physics, Tesla S1070

May 25, 2011 by hgpu

GPU-Based Parallel Computing: A New Computational Approach and its Applications to Nuclear Engineering

Kai Huang, Volodymyr Kindratenko, Rizwan-uddin

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Tags: Computational Physics, CUDA, nVidia, nVidia Quadro FX 5600, Physics

May 25, 2011 by hgpu

Accelerating the Sweep3D for a Graphic Processor Unit

Chunye Gong, Jie Liu, Haitao Chen, Jing Xie, Zhenghu Gong

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Tags: Boltzmann equation, Computational Physics, CUDA, nVidia, Physics, Tesla S1070

May 25, 2011 by hgpu

Fast, large volume, GPU enabled simulations for the Ly-alpha forest: power spectrum forecasts for baryon acoustic oscillation experiments

Bradley Greig, James S. Bolton, J. Stuart B. Wyithe

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Tags: Astrophysics, Cosmology, Cosmology and Extragalactic Astrophysics, CUDA, nVidia, nVidia Quadro FX 580

May 25, 2011 by hgpu

Hierarchical fractional-step approximations and parallel kinetic Monte Carlo algorithms

Giorgos Arampatzis, Markos A. Katsoulakis, Petr Plechac, Michela Taufer, Lifan Xu

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Tags: CUDA, Mathematics, Monte Carlo simulation, Numerical Analysis, nVidia, Tesla C2050, Tesla C2070

May 25, 2011 by hgpu

A Framework for 3D Model-Based Visual Tracking Using a GPU-Accelerated Particle Filter

J. Brown, D. Capson

Tags: Computer science, CUDA, DirectX, nVidia, Particle filtering, Real-time graphics, Rendering, Video tracking

May 24, 2011 by hgpu

Parallel Computing Model of Multiple Dimensions Data Streams Canonical Correlation Analysis with GPU

Yong Zhou, Xiaowei Lu, Chuntian Cheng

Tags: Computer science, CUDA, Data mining, nVidia

May 24, 2011 by hgpu

Real-Time Optical Flow Calculations on FPGA and GPU Architectures: A Comparison Study

Jeff Chase, Brent Nelson, John Bodily, Zhaoyi Wei, Dah-Jye Lee

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Tags: Computer science, Computer vision, CUDA, FPGA, nVidia, nVidia GeForce 8800 GTX, Optical flow

May 23, 2011 by hgpu

Maximum likelihood event estimation and list-mode image reconstruction on GPU hardware

Luca Caucci, Lars R. Furenlid, Harrison H. Barrett

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Tags: CUDA, Image processing, Image reconstruction, nVidia, nVidia GeForce 9800 GX2, PET

May 23, 2011 by hgpu

GPU-based framework for distributed interactive 3D visualization of multimodal remote sensing data

Martin Lambers, Andreas Kolb

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Tags: CUDA, Earth and Space Sciences, nVidia, OpenGL, Virtual reality, Visualization

May 23, 2011 by hgpu

Accelerating Algebraic Reconstruction Using CUDA-Enabled GPU

Yuqiang Lu, Weiming Wang, Shifu Chen, Yongming Xie, Jing Qin, Wai-Man Pang, Pheng-Ann Heng

Tags: Computed tomography, CT, CUDA, Image processing, Image reconstruction, Medicine, nVidia

May 23, 2011 by hgpu

Over-synchronization in GPU Programs

profile_util: simple C++ library to report memory, timing, thread affinity

Profile Util library: A quick and easy way to get MPI, OpenMP and GPU runtime information

MaC: Mamba CPU performance predictor

MambaCPU: Enhanced Correlation Mining with State Space Models for CPU Performance Prediction

Mixed-precision finite element kernels

Mixed-precision finite element kernels and assembly: Rounding error analysis and hardware acceleration

SHMT: The Simultaneous and Heterogenous Multithreading project

General-Purpose Computing on Tensor Processors

Superpipeline: A Universal Approach for Reducing GPU Memory Usage in Large Models

EnergyUCB-Bandit

Online Energy Optimization in GPUs: A Multi-Armed Bandit Approach

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high performance computing on graphics processing units: hgpu.org

Programming

Performance Analysis of a Hybrid MPI/CUDA Implementation of the NAS-LU Benchmark

Optimizing Sweep3D for Graphic Processor Unit

GPU-Based Parallel Computing: A New Computational Approach and its Applications to Nuclear Engineering

Accelerating the Sweep3D for a Graphic Processor Unit

Fast, large volume, GPU enabled simulations for the Ly-alpha forest: power spectrum forecasts for baryon acoustic oscillation experiments

Hierarchical fractional-step approximations and parallel kinetic Monte Carlo algorithms

A Framework for 3D Model-Based Visual Tracking Using a GPU-Accelerated Particle Filter

Parallel Computing Model of Multiple Dimensions Data Streams Canonical Correlation Analysis with GPU

Real-Time Optical Flow Calculations on FPGA and GPU Architectures: A Comparison Study

Maximum likelihood event estimation and list-mode image reconstruction on GPU hardware

GPU-based framework for distributed interactive 3D visualization of multimodal remote sensing data

Accelerating Algebraic Reconstruction Using CUDA-Enabled GPU

Recent source codes

Kokkidio: Kokkos+Eigen - write fast, readable multi-platform code

LLaMA-Inference-Bench

MATAR

Over-synchronization in GPU Programs

profile_util: simple C++ library to report memory, timing, thread affinity

MaC: Mamba CPU performance predictor

Mixed-precision finite element kernels

SHMT: The Simultaneous and Heterogenous Multithreading project

Superpipeline: A Universal Approach for Reducing GPU Memory Usage in Large Models

EnergyUCB-Bandit

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