high performance computing on graphics processing units: hgpu.org

Programming

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Grex: An efficient MapReduce framework for graphics processing units

Can Basaran, Kyoung-Don Kang

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Tags: Computer science, CUDA, MapReduce, nVidia, nVidia GeForce GTX 460

February 5, 2013 by hgpu

GPU-Accelerated High-Accuracy Molecular Docking using Guided Differential Evolution

Martin Simonsen, Mikael H. Christensen, Rene Thomsen, Christian N. S. Pedersen

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Tags: Biology, CUDA, Differential evolution, Medicine, nVidia, nVidia GeForce 8800 GT, Pharmaceuticals

February 5, 2013 by hgpu

A Comparison of CPU and OpenCL Parallelization Methods for Correlation and Graph Layout Algorithms used in the Network Analysis of High Dimensional Data

Athanasios Theocharidis, Gibran Hemani, Michael Kargas, Tom C. Freeman

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Tags: ATI, ATI Radeon HD 5870, ATI Radeon HD 6970, Biology, Graph layout, nVidia, nVidia GeForce GTX 285, nVidia GeForce GTX 580, OpenCL, OpenGL, Package, Visualization

February 5, 2013 by hgpu

Real-Time Phase Masks for Interactive Stimulation of Optogenetic Neurons

Stephan C. Kramer, Johannes Hagemann, D. Russell Luke

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Tags: Biology, CUDA, Mathematics, Neurons and Cognition, nVidia, Optimization, Tesla C2070

February 5, 2013 by hgpu

Parallelization of the QR Decomposition with Column Pivoting Using Column Cyclic Distribution on Multicore and GPU Processors

Andres Tomas, Zhaojun Bai, Vicente Hernandez

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Tags: Computer science, CUDA, nVidia, nVidia GeForce GTX 480, Tesla C2050

February 3, 2013 by hgpu

Hybrid CPU-GPU Distributed Framework for Large Scale Mobile Networks Simulation

Ben Romdhanne Bilel, Nikaein Navid, Mohamed Said Mosli Bouksiaa, Christian Bonnet

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Tags: Computer science, CUDA, Hybrid computing, nVidia, nVidia GeForce GTX 460, Programming techniques

February 3, 2013 by hgpu

JPEG 2000 Wireless Image Transmission System using Encryption Domain Authentication

Ryo Ito, Muneaki Matsuo, Yuya Miyaoka, Koji Inoue, Shoma Eguchi, Masayuki Kurosaki, Hiroshi Ochi, Yoshimitsu Kuroki, Akio Miyazaki

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Tags: Computer science, CUDA, JPEG2000, nVidia, Security

February 3, 2013 by hgpu

Fast and Maliciously Secure Two-Party Computation Using the GPU

Tore Kasper Frederiksen, Jesper Buus Nielsen

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Tags: Computer science, CUDA, nVidia, nVidia GeForce GTX 670, Package, Security

February 3, 2013 by hgpu

Software Reliability Enhancements for GPU Applications

Si Li, Naila Farooqui, Sudhakar Yalamanchili

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Tags: Computer science, CUDA, nVidia, nVidia GeForce GTX 660 Ti, PTX

February 2, 2013 by hgpu

Portable Performance on Heterogeneous Architectures

Phitchaya Mangpo Phothilimthana, Jason Ansel, Jonathan Ragan-Kelley, Saman Amarasinghe

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Tags: Artificial intelligence, ATI, ATI Radeon HD 6630 M, Compilers, Computer science, CUDA, Heterogeneous systems, Memory model, nVidia, OpenCL, Performance, Tesla C2070

February 2, 2013 by hgpu

Heterogeneous GPU and CPU acceleration of a finite volume compressible flow solver for multiblock structured grids

Luke Fitzgerald

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Tags: Fluid dynamics, Heterogeneous systems, nVidia, nVidia GeForce GTX 580, OpenCL, Tesla M2050, Thesis

February 2, 2013 by hgpu

Improving GPGPU Concurrency with Elastic Kernels

Sreepathi Pai, Matthew J. Thazhuthaveetil, R. Govindarajan

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Tags: Computer science, CUDA, nVidia, Performance, Tesla C2070

February 2, 2013 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

Grex: An efficient MapReduce framework for graphics processing units

GPU-Accelerated High-Accuracy Molecular Docking using Guided Differential Evolution

A Comparison of CPU and OpenCL Parallelization Methods for Correlation and Graph Layout Algorithms used in the Network Analysis of High Dimensional Data

Real-Time Phase Masks for Interactive Stimulation of Optogenetic Neurons

Parallelization of the QR Decomposition with Column Pivoting Using Column Cyclic Distribution on Multicore and GPU Processors

Hybrid CPU-GPU Distributed Framework for Large Scale Mobile Networks Simulation

JPEG 2000 Wireless Image Transmission System using Encryption Domain Authentication

Fast and Maliciously Secure Two-Party Computation Using the GPU

Software Reliability Enhancements for GPU Applications

Portable Performance on Heterogeneous Architectures

Heterogeneous GPU and CPU acceleration of a finite volume compressible flow solver for multiblock structured grids

Improving GPGPU Concurrency with Elastic Kernels

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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