high performance computing on graphics processing units: hgpu.org

hgpu.org » Computer science

Parallel frequent patterns mining algorithm on GPU

Jiayi Zhou, Kun-Ming Yu, Bin-Chang Wu

Tags: Algorithms, Computer science, Data mining, Databases

March 27, 2011 by hgpu

CaravelaMPI: Message Passing Interface for Parallel GPU-Based Applications

S. Yamagiwa, L. Sousa

Source codes

Tags: Computer science, GPU cluster, MPI, Package

March 27, 2011 by hgpu

A parallelization cost model for GPU

Zhang Dan, Zhao Rongcai, Han Lin, Wang Tao, Qu Jin

Tags: Computer science, Optimization, Performance

March 27, 2011 by hgpu

Exploiting Parallelism in Iterative Irregular Maxflow Computations on GPU Accelerators

S. Solomon, P. Thulasiraman, R.K. Thulasiram

Tags: Algorithms, Computer science, CUDA, Graph theory, nVidia

March 27, 2011 by hgpu

Data structure design for GPU based heterogeneous systems

Jens Breitbart

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Tags: Computer science, CUDA, Data Structures and Algorithms, Games, Heterogeneous systems, Nearest neighbour, nVidia, nVidia GeForce 8800 GTS, nVidia GeForce GTX 280, OpenMP

March 27, 2011 by hgpu

HCW 2009 keynote talk: GPU computing: Heterogeneous computing for future systems

J. Owens

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Tags: Computer science, Heterogeneous systems, Programming techniques

March 27, 2011 by hgpu

Introduction to GPU Programming with GLSL

R. Marroquim, A. Maximo

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Source codes

Tags: ATI, Computer science, GLSL, High-level Languages, nVidia, OpenGL, Package, Rendering, Tutorial

March 25, 2011 by hgpu

Efficient implementation for MD5-RC4 encryption using GPU with CUDA

Changxin Li, Hongwei Wu, Shifeng Chen, Xiaochao Li, Donghui Guo

Tags: Computer science, CUDA, nVidia, nVidia GeForce 9800 GTX, Security

March 25, 2011 by hgpu

Fast forwarding table lookup exploiting GPU memory architecture

Youngjun Lee, Minseon Jeong, Sanghwan Lee, Eun-Jin Im

Tags: Computer science, Information Retrieval, Network communications, Software router

March 25, 2011 by hgpu

HiAL-Ckpt: A hierarchical application-level checkpointing for CPU-GPU hybrid systems

Xinhai Xu, Yufei Lin, Tao Tang, Yisong Lin

Tags: Computer science, Fault simulation, Heterogeneous systems, MPI

March 25, 2011 by hgpu

Fast Virus Signature Matching Based on the High Performance Computing of GPU

Yang Wan Cheng

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Tags: Algorithms, Computer science, Security

March 25, 2011 by hgpu

A Data Communication Scheduler for Stream Programs on CPU-GPU Platform

Tao Tang, Xinhai Xu, Yisong Lin

Tags: ATI, Computer science, Heterogeneous systems, Task scheduling

March 25, 2011 by hgpu

Agentic Code Optimization via Compiler-LLM Cooperation

MegaTrain: Full Precision Training of 100B+ Parameter Large Language Models on a Single GPU

Device Virtual Machine (DVM)

DVM: Real-Time Kernel Generation for Dynamic AI Models

AutoKernel: Autoresearch for GPU kernels. Give it any PyTorch model, go to sleep, wake up to optimized Triton kernels

AutoKernel: Autonomous GPU Kernel Optimization via Iterative Agent-Driven Search

SOL-ExecBench: Speed-of-Light Benchmarking for Real-World GPU Kernels Against Hardware Limits

Triton-Sanitizer: A Fast and Device-Agnostic Memory Sanitizer for Triton with Rich Diagnostic Context

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high performance computing on graphics processing units: hgpu.org

Parallel frequent patterns mining algorithm on GPU

CaravelaMPI: Message Passing Interface for Parallel GPU-Based Applications

A parallelization cost model for GPU

Exploiting Parallelism in Iterative Irregular Maxflow Computations on GPU Accelerators

Data structure design for GPU based heterogeneous systems

HCW 2009 keynote talk: GPU computing: Heterogeneous computing for future systems

Introduction to GPU Programming with GLSL

Efficient implementation for MD5-RC4 encryption using GPU with CUDA

Fast forwarding table lookup exploiting GPU memory architecture

HiAL-Ckpt: A hierarchical application-level checkpointing for CPU-GPU hybrid systems

Fast Virus Signature Matching Based on the High Performance Computing of GPU

A Data Communication Scheduler for Stream Programs on CPU-GPU Platform

Recent source codes

Agentic Code Optimization via Compiler-LLM Cooperation

MegaTrain: Full Precision Training of 100B+ Parameter Large Language Models on a Single GPU

Device Virtual Machine (DVM)

AutoKernel: Autoresearch for GPU kernels. Give it any PyTorch model, go to sleep, wake up to optimized Triton kernels

SOL-ExecBench: Speed-of-Light Benchmarking for Real-World GPU Kernels Against Hardware Limits

Triton-Sanitizer: A Fast and Device-Agnostic Memory Sanitizer for Triton with Rich Diagnostic Context

LLM.Q: Quantized LLM training in pure CUDA/C++

True 4-Bit Quantized CNN Training on CPU

cuFuzz: A GPU-oriented coverage-guided fuzzer for userland CUDA application

KernelSkill: A Multi-Agent Framework for GPU Kernel Optimization

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