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A GPU based Parallel Hierarchical Fuzzy ART Clustering

Sejun Kim

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Tags: Clustering, Computer science, CUDA, Hierarchical clustering, nVidia, nVidia GeForce GTX 480

November 27, 2011 by hgpu

Iterative Solution of Linear Systems in Electromagnetics (and not only): Experiences with CUDA

Danilo De Donno, Alessandra Esposito, Giuseppina Monti, Luciano Tarricone

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Tags: Conjugate gradient solver, CUDA, Electrodynamics, nVidia, nVidia GeForce GTX 260

November 26, 2011 by hgpu

A framework for network traffic analysis using GPUs

Marc Sune Clos

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Tags: Algorithms, Computer science, CUDA, Networks, nVidia, Security, Thesis

November 26, 2011 by hgpu

A Short Note on Gaussian Process Modeling for Large Datasets using Graphics Processing Units

Mark Franey, Pritam Ranjan, Hugh Chipman

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Tags: Computer science, CUDA, Heterogeneous systems, Matrix inversion, nVidia, nVidia GeForce GTX 260, Statistics and Probability

November 26, 2011 by hgpu

High performance system for the Interactive rendering of a 3D Model into MPEG-4

A. Joshi, S. Ismail, L. S. Ng, A. Taqa

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Tags: Computer science, CUDA, GPU cluster, nVidia, OpenGL, Rendering, Video encoding

November 26, 2011 by hgpu

High Performance Iterative Solver for Linear System using Multi GPU

Soichiro Ikuno, Norihisa Fujita, Yuki Kawaguchi, Taku Itoh, Susumu Nakata, Kota Watanabe, Hiroyuki Nakamura

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Tags: CUDA, FEM, Finite element method, nVidia, nVidia GeForce GTX 480, Physics, Plasma physics

November 26, 2011 by hgpu

Scaling Results for a Discontinuous Galerkin Finite-Element Wave Solver on Multi-GPU Systems

Max Rietmann, Olaf Schenk, Helmar Burkhart

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Tags: CUDA, Differential equations, Earth and Space Sciences, FEM, Finite element method, nVidia, Partial differential equations, PDEs, Seismology, Tesla C2050, Tesla C2070

November 26, 2011 by hgpu

Seismic Wave Propagation Simulation Using Support Operator Method on multi-GPU system

Shenyi Song, Tingxing Dong, Yichen Zhou, David A. Yuen, Zhonghua Lu

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Tags: CUDA, Earth and Space Sciences, Finite difference, MPI, nVidia, OpenMPI, Seismic modeling, Tesla C1060

November 25, 2011 by hgpu

Parallel GMRES implementation for solving sparse linear systems on GPU clusters

Jacques M. Bahi, Raphael Couturier, Lilia Ziane Khodja

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Tags: Algorithms, Computer science, CUDA, GPU cluster, nVidia, Sparse matrix, Tesla C1060

November 25, 2011 by hgpu

Design of 3D FFT on Multi-GPU Clusters

Arpan Maheshwari

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Tags: CUDA, FFT, Fluid dynamics, GPU cluster, nVidia, Spectral methods, Tesla T10, Thesis

November 25, 2011 by hgpu

Fastplay: A Parallelization Model and Implementation of SMC on CUDA Based GPU Cluster Architecture

Shi Pu, Pu Duan, Jyh-Charn Liu

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Tags: Algorithms, Computer science, CUDA, GPU cluster, nVidia, Security, Tesla C870

November 25, 2011 by hgpu

Fast hough transform on GPUs: exploration of algorithm trade-offs

Gert-Jan van den Braak, Cedric Nugteren, Bart Mesman, Henk Corporaal

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Tags: Algorithms, Computer science, Computer vision, CUDA, nVidia, nVidia GeForce GTX 470

November 25, 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

A GPU based Parallel Hierarchical Fuzzy ART Clustering

Iterative Solution of Linear Systems in Electromagnetics (and not only): Experiences with CUDA

A framework for network traffic analysis using GPUs

A Short Note on Gaussian Process Modeling for Large Datasets using Graphics Processing Units

High performance system for the Interactive rendering of a 3D Model into MPEG-4

High Performance Iterative Solver for Linear System using Multi GPU

Scaling Results for a Discontinuous Galerkin Finite-Element Wave Solver on Multi-GPU Systems

Seismic Wave Propagation Simulation Using Support Operator Method on multi-GPU system

Parallel GMRES implementation for solving sparse linear systems on GPU clusters

Design of 3D FFT on Multi-GPU Clusters

Fastplay: A Parallelization Model and Implementation of SMC on CUDA Based GPU Cluster Architecture

Fast hough transform on GPUs: exploration of algorithm trade-offs

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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