high performance computing on graphics processing units: hgpu.org

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Attack Signature Matching using Graphics Processors in High-Performance Intrusion Detection Systems

Payam Mahdinia, Mehdi Berenjkoob, Hedayat Vatankhah

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Tags: Computer science, CUDA, Network communications, nVidia, nVidia GeForce GTX 590, Security

August 5, 2013 by hgpu

Simulating a Family of Tissue P Systems Solving SAT on the GPU

Miguel A. Martinez-del-Amor, Jesus Perez-Carrasco, Mario J. Perez-Jimenez

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Tags: Computer science, CUDA, Membrane computing, nVidia, Package, SAT, Tesla C1060

August 5, 2013 by hgpu

Ray Tracing in the Cloud using MapReduce

Lesley Northam, Khuzaima Daudjee, Rob Smits, Joe Istead

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Tags: Cloud, Computer science, CUDA, Hadoop, MapReduce, nVidia, Raytracing, Rendering

August 5, 2013 by hgpu

AQUAgpusph, a free 3D SPH solver accelerated with OpenCL

J.L. Cercos-Pita, A. Souto-Iglesias, L.M. Gonzalez, F. Macia

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Tags: ATI, ATI Radeon HD 7970, Fluid dynamics, OpenCL, Python

August 3, 2013 by hgpu

Strategies for Optimization of Parallel Programs

Alcides Fonseca

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Tags: Computer science, CUDA, nVidia, nVidia GeForce GTX 285, OpenCL, Optimization, Thesis

August 3, 2013 by hgpu

Real-Time Electroholography Using a Multi-GPU Environmental PC

Naoki Takada, Hiroaki Niwase, Hiromitsu Araki, Hirotaka Nakayama, Atsushi Sugiyama, Takashi Kakue, Tomoyoshi Shimobaba, Tomoyoshi Ito

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Tags: Computer holography, Computer science, CUDA, nVidia, nVidia GeForce GTX 480, nVidia GeForce GTX 680, OpenGL

August 2, 2013 by hgpu

DRiVE: An Example of Distributed Rendering in Virtual Environments

Anton Sigitov, Thorsten Roth, Florian Mannuss, Andre Hinkenjann

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Tags: Computer science, CUDA, Image generation, nVidia, nVidia GeForce GTX 680, Rendering, Virtual reality, Visualization

August 2, 2013 by hgpu

Large-Scale Sound Field Rendering in Rectangular Room with Specular Reflection

Takao Tsuchiya, Osamu Yamashita

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Tags: Acoustics, Computer science, CUDA, FDTD, Finite difference, Finite-difference time-domain, GPU cluster, nVidia, OpenMPI, Rendering, Tesla M2075, Wave equation

August 2, 2013 by hgpu

NOVA: A Functional Language for Data Parallelism

Alexander Collins, Dominik Grewe, Vinod Grover, Sean Lee, Adriana Susnea

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Tags: Compilers, Computer science, CUDA, Data parallelism, High-level Languages, nVidia, nVidia GeForce GTX 480

August 1, 2013 by hgpu

Accelerating BIRCH for Clustering Large Scale Streaming Data Using CUDA Dynamic Parallelism

Jianqiang Dong, Fei Wang, Bo Yuan

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Tags: Clustering, Computer science, CUDA, nVidia, Tesla K20

August 1, 2013 by hgpu

A note on the GPU acceleration of eigenvalue computations

K. Rupp, Ph. Tillet, B. F. Smith, T. Grasser, A. Jungel

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Tags: Algorithms, ATI, ATI Radeon HD 7970, Computer science, CUDA, Linear Algebra, nVidia, nVidia GeForce GTX 470, OpenCL

August 1, 2013 by hgpu

Matrix Convolution using Parallel Programming

Anirud Pande, Rohit Chandna

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Tags: Image processing, MPI, OpenCL

August 1, 2013 by hgpu

bioagent-bench: Benchmark for evaluating LLM agents in bioinformatics

BioAgent Bench: An AI Agent Evaluation Suite for Bioinformatics

Benchmark suite for LLM inference on NVIDIA consumer GPUs

Private LLM Inference on Consumer Blackwell GPUs: A Practical Guide for Cost-Effective Local Deployment in SMEs

Theorizer: from the paper Generating Literature-Driven Scientific Discoveries at Scale

Generating Literature-Driven Scientific Theories at Scale

Nsight Python: a Python kernel profiling interface based on NVIDIA Nsight Tools

Nsight Python: A Python-First Profiling Toolkit for Seamless GPU Kernel Analysis (Tool)

Awesome LLM-Driven Kernel Generation

Towards Automated Kernel Generation in the Era of LLMs

PhysProver: Advancing Automatic Theorem Proving for Physics

ParaCodex: A Profiling-Guided Autonomous Coding Agent for Reliable Parallel Code Generation and Translation

SeedFold: Scaling Biomolecular Structure Prediction

Tilus: A Tile-Level GPU Kernel Programming Language

Tilus: A Tile-Level GPGPU Programming Language for Low-Precision Computation

Memory-Efficient Acceleration of Block Low-Rank Foundation Models on Resource Constrained GPUs

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high performance computing on graphics processing units: hgpu.org

Applications

Attack Signature Matching using Graphics Processors in High-Performance Intrusion Detection Systems

Simulating a Family of Tissue P Systems Solving SAT on the GPU

AQUAgpusph, a free 3D SPH solver accelerated with OpenCL

Strategies for Optimization of Parallel Programs

Real-Time Electroholography Using a Multi-GPU Environmental PC

DRiVE: An Example of Distributed Rendering in Virtual Environments

Large-Scale Sound Field Rendering in Rectangular Room with Specular Reflection

NOVA: A Functional Language for Data Parallelism

Accelerating BIRCH for Clustering Large Scale Streaming Data Using CUDA Dynamic Parallelism

A note on the GPU acceleration of eigenvalue computations

Matrix Convolution using Parallel Programming

Recent source codes

bioagent-bench: Benchmark for evaluating LLM agents in bioinformatics

Benchmark suite for LLM inference on NVIDIA consumer GPUs

Theorizer: from the paper Generating Literature-Driven Scientific Discoveries at Scale

Nsight Python: a Python kernel profiling interface based on NVIDIA Nsight Tools

Awesome LLM-Driven Kernel Generation

PhysProver: Advancing Automatic Theorem Proving for Physics

ParaCodex: A Profiling-Guided Autonomous Coding Agent for Reliable Parallel Code Generation and Translation

SeedFold: Scaling Biomolecular Structure Prediction

Tilus: A Tile-Level GPU Kernel Programming Language

Memory-Efficient Acceleration of Block Low-Rank Foundation Models on Resource Constrained GPUs

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