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hgpu.org » Programming » Algorithms

Parallel Prefix Scan with Compute Unified Device Architecture (CUDA)

B. Muni Lavanya

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Tags: Algorithms, Computer science, CUDA, nVidia, Sorting

June 11, 2014 by hgpu

Intersecting two families of sets on the GPU

Marta Fort, J. Antoni Sellares, Nacho Valladares

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

June 11, 2014 by hgpu

An Improved Parallel Algorithm using GPU for Siting Observers on Terrain

Guilherme C. Pena, Marcus V. A. Andrade, Salles V. G. Magalhaes, W. R. Franklin, Chaulio R. Ferreira

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Tags: Algorithms, Computer science, CUDA, nVidia, Search strategies, Tesla K20

June 6, 2014 by hgpu

Parallel centerline extraction on the GPU

Baoquan Liu, Alexandru C. Telea, Jos B.T.M. Roerdink, Gordon J. Clapworthy, David Williams, Po Yang, Feng Dong, Valeriu Codreanu, Alessandro Chiarini

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Tags: Algorithms, Computer science, CUDA, Interactive application, nVidia, nVidia GeForce GTX 690, Visualization

June 6, 2014 by hgpu

Mapping parallel programs to heterogeneous multi-core systems

Dominik Grewe

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Tags: Algorithms, ATI, ATI Radeon HD 7990, Computer science, Heterogeneous systems, Machine learning, nVidia, nVidia GeForce GTX 580, OpenCL, Package, Thesis

June 5, 2014 by hgpu

A Comparative Study of Game Tree Searching Methods

Ahmed A. Elnaggar, Mostafa Abdel Aziem, Mahmoud Gadallah, Hesham El-Deeb

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Tags: Algorithms, Computer science, CUDA, nVidia, Search

June 5, 2014 by hgpu

Utilizing Graphics Processing Units for Rapid Facial Recognition Using Video Input

Charles J. Gala

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Tags: Algorithms, Computer science, Computer vision, CUDA, nVidia, Pattern recognition, Tesla C2050, Thesis

June 3, 2014 by hgpu

Revisiting Edge and Node Parallelism for Dynamic GPU Graph Analytics

Adam McLaughlin, David A. Bader

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Tags: Algorithms, Computer science, CUDA, Graph theory, nVidia, nVidia GeForce GTX 560, Tesla C2075

June 3, 2014 by hgpu

Efficient Implementation of Hyperspectral Anomaly Detection Techniques on GPUs and Multicore Processors

Jose M. Molero, Ester M. Garzon, Inmaculada Garcia, Enrique S. Quintana-Orti, Antonio Plaza

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Tags: Algorithms, CUDA, Data acquisition, Hyperspectral imaging, Image processing, nVidia, Tesla K20

June 1, 2014 by hgpu

A Performance Model for the Communication in Fast Multipole Methods on HPC Platforms

Huda Ibeid, Rio Yokota, David Keyes

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Tags: Algorithms, Astrophysics, Computer science, CUDA, Fast multipole method, Molecular dynamics, N-body simulation, nVidia, Physics, Tesla K20

June 1, 2014 by hgpu

An implementation of a reordering approach for increasing the product of diagonal entries in a sparse matrix

Ang Li, Radu Serban, Dan Negrut

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Tags: Algorithms, Computer science, CUDA, Linear Algebra, nVidia, Package, Sparse matrix

June 1, 2014 by hgpu

A CUDA-enabled Parallel Implementation of Collaborative Filtering

Zhongya Wang, Ying Liu, Pengshan Ma

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Tags: Algorithms, Computer science, CUDA, Filtering, nVidia, Tesla C2070

June 1, 2014 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

Parallel Prefix Scan with Compute Unified Device Architecture (CUDA)

Intersecting two families of sets on the GPU

An Improved Parallel Algorithm using GPU for Siting Observers on Terrain

Parallel centerline extraction on the GPU

Mapping parallel programs to heterogeneous multi-core systems

A Comparative Study of Game Tree Searching Methods

Utilizing Graphics Processing Units for Rapid Facial Recognition Using Video Input

Revisiting Edge and Node Parallelism for Dynamic GPU Graph Analytics

Efficient Implementation of Hyperspectral Anomaly Detection Techniques on GPUs and Multicore Processors

A Performance Model for the Communication in Fast Multipole Methods on HPC Platforms

An implementation of a reordering approach for increasing the product of diagonal entries in a sparse matrix

A CUDA-enabled Parallel Implementation of Collaborative Filtering

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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