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Accelerating the local outlier factor algorithm on a GPU for intrusion detection systems

Malak Alshawabkeh, Byunghyun Jang, David R. Kaeli

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Tags: Computer science, CUDA, nVidia, nVidia GeForce GTX 285, Security

December 26, 2010 by hgpu

Using Hybrid CPU-GPU Platforms to Accelerate the Computation of the Matrix Sign Function

Peter Benner, Pablo Ezzatti, Enrique S. Quintana-Orti, Alfredo Remon

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Tags: BLAS, Computer science, CUDA, Linear Algebra, nVidia, Tesla C1060

December 25, 2010 by hgpu

Sketching MLS Image Deformations On the GPU

Yanlin Weng, Xiaohan Shi, Hujun Bao, Jun Zhang

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Tags: Algorithms, CUDA, Image processing, nVidia, nVidia GeForce 8800 GTX

December 25, 2010 by hgpu

Implementation of the Lucas-Kanade image registration algorithm on a GPU for 3D computational platform stabilisation

Bernardt Duvenhage, J. P. Delport, Jason de Villiers

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Tags: GLSL, Image processing, Image registration, nVidia, nVidia GeForce 9400 M, nVidia GeForce GTX 285, OpenGL

December 25, 2010 by hgpu

Multi-domain, Higher Order Level Set Scheme for 3D Image Segmentation on the GPU

Ojaswa Sharma, Qin Zhang, Francois Anton, Chandrajit Bajaj

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Tags: Computer vision, CUDA, Image processing, nVidia, Tesla C870

December 25, 2010 by hgpu

A GPU Framework for the Visualization and On-the-Fly Amplification of Real Terrains

Yacine Amara, Sylvain Meunier, Xavier Marsault

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Tags: Cg, Computer science, GLSL, nVidia, nVidia GeForce 8800 GTX, OpenGL, Real-time graphics, Visualization

December 25, 2010 by hgpu

A fast high quality pseudo random number generator for nVidia CUDA

William B. Langdon

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Tags: Computer science, CUDA, nVidia, Package, Pseudo-random number generators, Tesla T10

December 25, 2010 by hgpu

Simulating Photon Mapping for Real-time Applications

Bent Dalgaard Larsen, Niels Jorgen Christen

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Tags: Computer science, nVidia, nVidia GeForce FX 5950 Ultra, OpenGL, Real-time graphics, Rendering

December 25, 2010 by hgpu

Hardware-assisted Rendering of CSG Models

Fabiano Romeiro, Luiz Velho, Luiz Henrique de Figu

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Tags: Computer science, nVidia, nVidia GeForce 6800 GT, nVidia GeForce FX 5200, Raytracing, Rendering, Shaders

December 25, 2010 by hgpu

Fast acoustic computations using graphics processors

Paul R. Dixon, Tasuku Oonishi, Sadaoki Furui

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Tags: CUDA, nVidia, nVidia GeForce 8800 GTX, Signal processing, Speech recognition

December 25, 2010 by hgpu

Multi-GPU volume rendering using MapReduce

Jeff A. Stuart, Cheng-Kai Chen, Kwan-Liu Ma, John D. Owens

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Tags: Computer science, CUDA, GPU cluster, MapReduce, nVidia, Rendering, Tesla C1090

December 25, 2010 by hgpu

CPU, SMP and GPU implementations of Nohalo level 1, a fast co-convex antialiasing image resampler

Nicolas Robidoux, Minglun Gong, John Cupitt, Adam

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Tags: ATI, ATI Mobility Radeon X1400, Computer vision, DirectX, HLSL, Image generation, Image processing, nVidia, nVidia GeForce 6800, nVidia GeForce 8600 GT, nVidia GeForce 9800 GT, nVidia GeForce 9800 GX2

December 25, 2010 by hgpu

PROM: an open-source software framework to enhance the robustness and performance of predictive models against such changes during deployment

Enhancing Deployment-Time Predictive Model Robustness for Code Analysis and Optimization

DeepSpeed: a deep learning optimization library that makes distributed training and inference easy, efficient, and effective

Scalable Access-Pattern Aware I/O Acceleration and Multi-Tiered Data Management for HPC and AI Workloads

Reproducible Study and Performance Analysis of GPU Programming Paradigms: OpenACC vs. CUDA in Key Linear Algebra Computations

SW#SYCL

Analyzing the Performance Portability of SYCL across CPUs, GPUs, and Hybrid Systems with Protein Database Search

tdg-benchs: benchmarks used to test the performance of taskgraph

Leveraging the potential of task-based programming with OpenMP task graphs

See all packages

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high performance computing on graphics processing units: hgpu.org

Applications

Accelerating the local outlier factor algorithm on a GPU for intrusion detection systems

Using Hybrid CPU-GPU Platforms to Accelerate the Computation of the Matrix Sign Function

Sketching MLS Image Deformations On the GPU

Implementation of the Lucas-Kanade image registration algorithm on a GPU for 3D computational platform stabilisation

Multi-domain, Higher Order Level Set Scheme for 3D Image Segmentation on the GPU

A GPU Framework for the Visualization and On-the-Fly Amplification of Real Terrains

A fast high quality pseudo random number generator for nVidia CUDA

Simulating Photon Mapping for Real-time Applications

Hardware-assisted Rendering of CSG Models

Fast acoustic computations using graphics processors

Multi-GPU volume rendering using MapReduce

CPU, SMP and GPU implementations of Nohalo level 1, a fast co-convex antialiasing image resampler

Recent source codes

PROM: an open-source software framework to enhance the robustness and performance of predictive models against such changes during deployment

DeepSpeed: a deep learning optimization library that makes distributed training and inference easy, efficient, and effective

HPX: a C++ Standard Library for Concurrency and Parallelism

TorchQC: Quantum Dynamics and Machine Learning

Matrix multiplication using Tensor Cores in CUDA

CPP Joules: Energy Measurement tool for CPP/CUDA programs

HPC-Coder-v2

Reproducible Study and Performance Analysis of GPU Programming Paradigms: OpenACC vs. CUDA in Key Linear Algebra Computations

SW#SYCL

tdg-benchs: benchmarks used to test the performance of taskgraph

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