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Parallel Processing using FPGAs and GPUs

Abhijit Joshi

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Tags: Algorithms, Computer science, CUDA, FPGA, nVidia, Tesla C2070, Thesis

July 3, 2012 by hgpu

On the Use of GPUs in Realizing Cost-Effective Distributed RAID

Aleksandr Khasymski, M. Mustafa Rafique, Ali R. Butt, Sudharshan S. Vazhkudai, Dimitrios S. Nikolopoulos

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Tags: Computer science, CUDA, nVidia, nVidia GeForce 9500 GT, Storage system, Tesla C2070

July 3, 2012 by hgpu

kANN on the GPU with Shifted Sorting

Shengren Li, Lance Simons, Jagadeesh Bhaskar Pakaravoor, Fatemeh Abbasinejad, John D. Owens, Nina Amenta

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Tags: Algorithms, Computer science, CUDA, Nearest neighbour, Neural networks, nVidia, nVidia GeForce GTX 480, Sorting

July 2, 2012 by hgpu

Acceleration of bilateral filtering algorithm for manycore and multicore architectures

Dinesh Agarwal, Sami Wilf, Abinashi Dhungel, Sushil K. Prasad

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Source codes

Tags: Algorithms, Computer science, CUDA, Filtering, nVidia, nVidia GeForce GTX 280, Optimization, Package

July 2, 2012 by hgpu

Deformation of skeleton based implicit objects

Sondre Langeland Hisdal

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Tags: 3D Graphics and Realism, Algorithms, Computer science, CUDA, nVidia, nVidia GeForce GTX 570

July 2, 2012 by hgpu

Halo Gathering Scalability for Large Scale Multi-dimensional Sznajd Opinion Models Using Data Parallelism with GPUs

K.A. Hawick, D.P. Playne

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Tags: Computer science, CUDA, Data parallelism, Numerical simulation, nVidia, nVidia GeForce GTX 580, Phase transition

July 2, 2012 by hgpu

Computationally Efficient Algorithms for Evaluation of Statistical Descriptors

Jan Havelka, Anna Kucerova, Jan Sykora

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Tags: Algorithms, CUDA, Materials Science, nVidia, nVidia Quadro FX 4000, Physics

July 2, 2012 by hgpu

Parallelization Strategies of the Canny Edge Detector for Multi-core CPUs and Many-core GPUs

Taieb Lamine Ben Cheikh, Giovanni Beltrame, Gabriela Nicolescu, Farida Cheriet, Sofiene Tahar

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Tags: Computer science, Computer vision, CUDA, nVidia, nVidia GeForce GTX 480

July 2, 2012 by hgpu

The Fat-Link Computation On Large GPU Clusters for Lattice QCD

Guochun Shi, Ronald Babich, Michael A. Clark, Balint Joo, Steven Gottlieb, Volodymyr Kindratenko

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Tags: Algorithms, CUDA, GPU cluster, nVidia, nVidia GeForce GTX 480, nVidia Quadro FX 5800, Physics, QCD, Tesla M2070

July 1, 2012 by hgpu

Fault Tree Analysis Speed-up with GPU Parallel Computing

Hadi Aghassi, Farrokh Aghassi

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Tags: Algorithms, Computer science, CUDA, Fault tolerance, Monte Carlo simulation, nVidia, nVidia GeForce 8600 GS

July 1, 2012 by hgpu

CUDA-accelerated Hierarchical K-means

Che-Chun Lee, Kuan-Yu Chu

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Tags: Clustering, CUDA, Image processing, nVidia, Tesla C1060

July 1, 2012 by hgpu

A Scheduling Framework for a Heterogeneous Parallel Architecture

Wei Zhang

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Tags: Computer science, CUDA, Distributed computing, Heterogeneous systems, nVidia, nVidia Quadro FX 1800, Task scheduling, Tesla C1060, Thesis

June 30, 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

Parallel Processing using FPGAs and GPUs

On the Use of GPUs in Realizing Cost-Effective Distributed RAID

kANN on the GPU with Shifted Sorting

Acceleration of bilateral filtering algorithm for manycore and multicore architectures

Deformation of skeleton based implicit objects

Halo Gathering Scalability for Large Scale Multi-dimensional Sznajd Opinion Models Using Data Parallelism with GPUs

Computationally Efficient Algorithms for Evaluation of Statistical Descriptors

Parallelization Strategies of the Canny Edge Detector for Multi-core CPUs and Many-core GPUs

The Fat-Link Computation On Large GPU Clusters for Lattice QCD

Fault Tree Analysis Speed-up with GPU Parallel Computing

CUDA-accelerated Hierarchical K-means

A Scheduling Framework for a Heterogeneous Parallel Architecture

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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