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An OpenCL Method of Parallel Sorting Algorithms for GPU Architecture

Krishnahari Thouti, S. R. Sathe

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Tags: Algorithms, Computer science, nVidia, nVidia Quadro FX 3800, OpenCL, Sorting

August 18, 2012 by hgpu

GPU-Based Computation of Discrete Periodic Centroidal Voronoi Tessellation in Hyperbolic Space

Liang Shuai, Xiaohu Guo, Miao Jin

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Tags: 3D Graphics and Realism, Algorithms, Computer science, CUDA, nVidia, nVidia GeForce GTX 580, Tessellation, Voronoi diagram

August 18, 2012 by hgpu

DEM based simulation of concrete structures on GPU

Marie Durand, Philippe Marin, Francois Faure, Bruno Raffin

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Tags: Algorithms, Computer science, CUDA, Numerical simulation, nVidia, Tesla C2050

August 18, 2012 by hgpu

Binary Interval Search (BITS): A Scalable Algorithm for Counting Interval Intersections

Ryan M. Layer, Kevin Skadron, Gabriel Robins, Ira M. Hall, Aaron R. Quinlan

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Tags: Algorithms, Bioinformatics, Biology, Computer science, CUDA, nVidia, Package, Search, Sequence alignment

August 17, 2012 by hgpu

GPU-Assisted Cryptography of Log-Structured Indices

Michael Warren Kirby

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Tags: Algorithms, Computer science, CUDA, Hashing, nVidia, nVidia GeForce 9400 M, nVidia GeForce GTS 450, nVidia GeForce GTX 480 M, nVidia GeForce GTX 550 Ti, Security, Thesis

August 15, 2012 by hgpu

A New Cooperative Evolutionary Multi-Swarm Optimizer Algorithm Based on CUDA Parallel Architecture Applied to Solve Engineering Optimization Problems

Daniel Leal Souza, Otavio Noura Teixeira, Dionne Cavalcante Monteiro, Roberto Celio Limao de Oliveira

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Tags: Algorithms, Computer science, CUDA, nVidia, nVidia GeForce GT 330 M, Optimization, Particle swarm optimization

August 15, 2012 by hgpu

Large Scale Monte Carlo Tree Search on GPU

Kamil Marek Rocki

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Tags: Algorithms, Artificial intelligence, Computer science, CUDA, Games, nVidia, Optimization, Search, Tesla C2050, Thesis

August 11, 2012 by hgpu

Fine-Granular Parallel EBCOT and Optimization with CUDA for Digital Cinema Image Compression

Fang Wei, Qiu Cui, Ye Li

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Tags: Algorithms, Compression, CUDA, Image processing, JPEG2000, nVidia, nVidia GeForce GT 240, Optimization

August 10, 2012 by hgpu

Development of a GPU-accelerated MIKE 21 Solver for Water Wave Dynamics

Peter Edward Aackermann, Peter J. Dinesen Pedersen

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Tags: Algorithms, CUDA, Differential equations, Fluid dynamics, nVidia, nVidia GeForce GTX 590, Partial differential equations, PDEs, Thesis

August 10, 2012 by hgpu

Block-Relaxation Methods for 3D Constant-Coefficient Stencils on GPUs and Multicore CPUs

Manuel Rodriguez Rodriguez, Bobby Philip, Zhen Wang, Mark Berrill

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Tags: Algorithms, Computer science, CUDA, Differential equations, nVidia, Partial differential equations, PDEs, Tesla C2050, Tesla X2090

August 10, 2012 by hgpu

Massive parallelization of serial inference algorithms for a complex generalized linear model

Marc A. Suchard, Shawn E. Simpson, Ivan Zorych, Patrick Ryan, David Madigan

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Tags: Algorithms, CUDA, Databases, Mathematics, nVidia, Statistics, Tesla C2050

August 9, 2012 by hgpu

CPU-GPU Algorithms for Triangular Surface Mesh Simplification

Suzanne M. Shontz, Dragos M. Nistor

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Tags: 3D Graphics and Realism, Algorithms, Compression, Computer science, CUDA, Mesh simplification, nVidia, nVidia GeForce GT 550 M

August 9, 2012 by hgpu

AutoDock-GPU: AutoDock for GPUs and other accelerators

Architecting Tensor Core-Based Reductions for Irregular Molecular Docking Kernels

NCCLX: collective communication framework

Collective Communication for 100k+ GPUs

Tutoring LLM into a Better CUDA Optimizer

Kernel Library for LLM Serving

Compiler and Runtime Systems for Generative AI Models

Adaptivity in AdaptiveCpp: Optimizing Performance by Leveraging Runtime Information During JIT-Compilation

Neptune: Advanced ML Operator Fusion for Locality and Parallelism on GPUs

Genten: Software for Generalized Tensor Decompositions by Sandia National Laboratories

A Performance Portable Matrix Free Dense MTTKRP in GenTen

Interleaved Learning and Exploration: A Self-Adaptive Fuzz Testing Framework for MLIR

Pinocchio: PINpointing Orbit Crossing Collapsed Hierarchical Objects

Accelerating cosmological simulations on GPUs: a portable approach using OpenMP

KernelCoder: trained on a curated dataset of reasoning traces and CUDA kernel pairs

ConCuR: Conciseness Makes State-of-the-Art Kernel Generation

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high performance computing on graphics processing units: hgpu.org

Programming

An OpenCL Method of Parallel Sorting Algorithms for GPU Architecture

GPU-Based Computation of Discrete Periodic Centroidal Voronoi Tessellation in Hyperbolic Space

DEM based simulation of concrete structures on GPU

Binary Interval Search (BITS): A Scalable Algorithm for Counting Interval Intersections

GPU-Assisted Cryptography of Log-Structured Indices

A New Cooperative Evolutionary Multi-Swarm Optimizer Algorithm Based on CUDA Parallel Architecture Applied to Solve Engineering Optimization Problems

Large Scale Monte Carlo Tree Search on GPU

Fine-Granular Parallel EBCOT and Optimization with CUDA for Digital Cinema Image Compression

Development of a GPU-accelerated MIKE 21 Solver for Water Wave Dynamics

Block-Relaxation Methods for 3D Constant-Coefficient Stencils on GPUs and Multicore CPUs

Massive parallelization of serial inference algorithms for a complex generalized linear model

CPU-GPU Algorithms for Triangular Surface Mesh Simplification

Recent source codes

AutoDock-GPU: AutoDock for GPUs and other accelerators

NCCLX: collective communication framework

Tutoring LLM into a Better CUDA Optimizer

Kernel Library for LLM Serving

Adaptivity in AdaptiveCpp: Optimizing Performance by Leveraging Runtime Information During JIT-Compilation

Neptune: Advanced ML Operator Fusion for Locality and Parallelism on GPUs

Genten: Software for Generalized Tensor Decompositions by Sandia National Laboratories

Interleaved Learning and Exploration: A Self-Adaptive Fuzz Testing Framework for MLIR

Pinocchio: PINpointing Orbit Crossing Collapsed Hierarchical Objects

KernelCoder: trained on a curated dataset of reasoning traces and CUDA kernel pairs

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