high performance computing on graphics processing units: hgpu.org

Programming

Optimized Strategies for Mapping Three-dimensional FFTs onto CUDA GPUs

Jing Wu, Joseph JaJa

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Tags: Algorithms, Computer science, CUDA, FFT, nVidia, nVidia GeForce GTX 280, nVidia GeForce GTX 480, Performance, Tesla C1060, Tesla C2050

March 30, 2012 by hgpu

Multicore Processing for Clustering Algorithms

RekhanshRao, Kapil Kumar Nagwanshi, SipiDubey

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Tags: Algorithms, ATI, ATI Radeon HD 5870, Clustering, Computer science, Data mining, nVidia, OpenCL

March 29, 2012 by hgpu

Fast, parallel and secure cryptography algorithm using Lorenz’s attractor

Anderson Goncalves Marco, Alexandre Souto Martinez, Odemir Martinez Bruno

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Tags: Algorithms, Computer science, CUDA, nVidia, nVidia GeForce 8800 GT, nVidia GeForce GTX 285, Security

March 28, 2012 by hgpu

Enabling and Scaling Matrix Computations on Heterogeneous Multi-Core and Multi-GPU Systems

Fengguang Song, Stanimire Tomov, Jack Dongarra

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Tags: Algorithms, Computer science, CUDA, Factorization, Heterogeneous systems, nVidia, Tesla M2070

March 28, 2012 by hgpu

Practical and Theoretical Aspects of a Parallel Twig Join Algorithm for XML Processing using a GPGPU

Lila Shnaiderman, Oded Shmueli

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Tags: Algorithms, Computer science, CUDA, Databases, Join, nVidia, nVidia GeForce GTX 480

March 27, 2012 by hgpu

Massively Parallel Localization of Pulsed Signal Transitions Using a GPU

Vinitha Khambadkar, Lee Barford, Frederick C. Harris, Jr.

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Tags: Algorithms, CUDA, nVidia, nVidia GeForce GTX 275, nVidia GeForce GTX 480, Signal processing, Tesla C2050

March 26, 2012 by hgpu

Volume-preserving FFD for programmable graphics hardware

Stefanie Hahmann, Georges-Pierre Bonneau, Sebastien Barbier, Gershon Elber, Hans Hagen

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Tags: 3D Graphics and Realism, Algorithms, Computer science, CUDA, GLSL, Nonlinear optimization, nVidia, nVidia GeForce 8800 GTS, OpenGL

March 23, 2012 by hgpu

A Co-Prime Blur Scheme for Data Security in Video Surveillance

Christopher Thorpe, Feng Li, Zijia Li, Zhan Yu, David Saunders, Jingyi Yu

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Tags: Algorithms, CUDA, FFT, Image processing, nVidia, nVidia GeForce GTX 460, Security

March 23, 2012 by hgpu

Hierarchical N-body simulations with auto-tuning for heterogeneous systems

Rio Yokota, Lorena A. Barba

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Tags: Algorithms, CUDA, Heterogeneous systems, Mathematical Software, N-body simulation, Numerical Analysis, nVidia, nVidia GeForce GTX 590, Physics, Tesla C2050

March 22, 2012 by hgpu

High Speed Compressed Sensing Reconstruction in Dynamic Parallel MRI Using Augmented Lagrangian and Parallel Processing

Cagdas Bilen, Yao Wang, Ivan Selesnick

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Tags: Algorithms, Compression, Computer science, Data Structures and Algorithms, Magnetic resonance imaging, MRI, nVidia, nVidia Quadro FX 4800, Sensing

March 22, 2012 by hgpu

Parallel Two-Stage Least Squares algorithms for Simultaneous Equations Models on GPU

Carla Ramiro Sanchez, Jose J. Lopez-Espin, Domingo Gimenez, Antonio M. Vidal

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Tags: Algorithms, Computer science, CUDA, Heterogeneous systems, nVidia, Tesla C2070

March 21, 2012 by hgpu

Fast Antenna Characterization Using the Sources Reconstruction Method on Graphics Processors

J. A. Lopez-Fernandez, M. Lopez-Portugues, Y. Alvarez, C. Garcia, D. Martinez-Alvarez, F. Las-Heras

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Tags: Algorithms, CUDA, Electrodynamics, nVidia, nVidia GeForce GTX 460

March 21, 2012 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

See all packages

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high performance computing on graphics processing units: hgpu.org

Programming

Optimized Strategies for Mapping Three-dimensional FFTs onto CUDA GPUs

Multicore Processing for Clustering Algorithms

Fast, parallel and secure cryptography algorithm using Lorenz’s attractor

Enabling and Scaling Matrix Computations on Heterogeneous Multi-Core and Multi-GPU Systems

Practical and Theoretical Aspects of a Parallel Twig Join Algorithm for XML Processing using a GPGPU

Massively Parallel Localization of Pulsed Signal Transitions Using a GPU

Volume-preserving FFD for programmable graphics hardware

A Co-Prime Blur Scheme for Data Security in Video Surveillance

Hierarchical N-body simulations with auto-tuning for heterogeneous systems

High Speed Compressed Sensing Reconstruction in Dynamic Parallel MRI Using Augmented Lagrangian and Parallel Processing

Parallel Two-Stage Least Squares algorithms for Simultaneous Equations Models on GPU

Fast Antenna Characterization Using the Sources Reconstruction Method on Graphics Processors

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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