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Architectural Analysis and Performance Characterization of NVIDIA GPUs using Microbenchmarking

Saktheesh Subramoniapillai Ajeetha

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Tags: Benchmarking, Computer science, CUDA, nVidia, nVidia GeForce GTX 280, nVidia GeForce GTX 580, Performance, Tesla C2050, Thesis

September 6, 2012 by hgpu

GPU-FS-kNN: A Software Tool for Fast and Scalable kNN Computation Using GPUs

Ahmed Shamsul Arefin, Carlos Riveros, Regina Berretta, Pablo Moscato

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Tags: Bioinformatics, Computer science, CUDA, Machine learning, Nearest neighbour, nVidia, Package, Pattern recognition, Tesla C2050

September 5, 2012 by hgpu

Multi-user real-time speech recognition with a GPU

Jungsuk Kim

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Tags: Computer science, CUDA, nVidia, nVidia GeForce GTX 580, Speech recognition

September 5, 2012 by hgpu

A GPGPU Implementation of Approximate String Matching with Regular Expression Operators and Comparison with Its FPGA Implementation

Yuichiro Utan, Masato Inagi, Shin'ichi Wakabayashi, Shinobu Nagayama

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Tags: Algorithms, Computer science, CUDA, Databases, FPGA, nVidia, String matching, Tesla C2070

September 5, 2012 by hgpu

Automated Enhanced Parallelization of Sequential C to Parallel OpenMP

Dheeraj D., Shruti Ramesh, Nitish B.

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Tags: Computer science, MPI, OpenMP, Performance

September 4, 2012 by hgpu

Accelerating distance matrix calculations utilizing GPU

Miroslav Mintal

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Tags: Computer science, nVidia, nVidia GeForce GT 420 M, OpenCL

September 4, 2012 by hgpu

Approximate Similarity Search for Online Multimedia Services on Distributed CPU-GPU Platforms

George Teodoro, Eduardo Valle, Nathan Mariano, Ricardo Torres, Wagner Meira Jr, Joel H. Saltz

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Tags: Algorithms, Computer science, CUDA, Databases, Nearest neighbour, nVidia, nVidia GeForce GTX 260, nVidia GeForce GTX 470

September 4, 2012 by hgpu

Energy Transfer Ray Tracing with OptiX

Scot Halverson

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

September 3, 2012 by hgpu

Accelerated Flow Visualization of Advective-Diffusive Mixing Processes Using GPUs

Alejandro Aguilar Sierra, Luis M. de la Cruz Salas

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Tags: Algorithms, Computer science, CUDA, nVidia, nVidia Quadro FX 3800 M, OpenGL, Tesla C1060, Visualization

September 3, 2012 by hgpu

Mixed-Resolution Patch-Matching

Harshit Sureka, P. J. Narayanan

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Tags: Algorithms, Computer science, Computer vision, CUDA, nVidia, nVidia GeForce GTX 580

September 3, 2012 by hgpu

GPU-accelerated WZ Factorization with the Use of the CUBLAS Library

Beata Bylina, Jaroslaw Bylina

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Tags: Computer science, CUBLAS, CUDA, Factorization, nVidia, Tesla C2050

September 3, 2012 by hgpu

Solving Systems of Polynomial Equations on a GPU

Robert A. Klopotek, Joanna Porter-Sobieraj

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Tags: Computer science, CUDA, nVidia, nVidia GeForce GTX 460

September 3, 2012 by hgpu

torchPDLP: Primal-Dual Linear Programming in PyTorch. In collaboration with AMD and IPAM

Accelerating a Linear Programming Algorithm on AMD GPUs

Benchmarks for Dissecting CPU-GPU Unified Physical Memory on AMD MI300A APUs

Dissecting CPU-GPU Unified Physical Memory on AMD MI300A APUs

kvcached: Elastic KV cache for dynamic GPU sharing and efficient multi-LLM inference

Towards Efficient and Practical GPU Multitasking in the Era of LLM

Bandicoot: C++ library for GPU accelerated linear algebra

Bandicoot: A Templated C++ Library for GPU Linear Algebra

Luthier: Bridging Auto-Tuning and Vendor Libraries for Efficient Deep Learning Inference

Fused Kernel Library (FKL)

The Fused Kernel Library: A C++ API to Develop Highly-Efficient GPU Libraries

GPUHammer: Rowhammer Attacks on GPU Memories are Practical

See all packages

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high performance computing on graphics processing units: hgpu.org

Architectural Analysis and Performance Characterization of NVIDIA GPUs using Microbenchmarking

GPU-FS-kNN: A Software Tool for Fast and Scalable kNN Computation Using GPUs

Multi-user real-time speech recognition with a GPU

A GPGPU Implementation of Approximate String Matching with Regular Expression Operators and Comparison with Its FPGA Implementation

Automated Enhanced Parallelization of Sequential C to Parallel OpenMP

Accelerating distance matrix calculations utilizing GPU

Approximate Similarity Search for Online Multimedia Services on Distributed CPU-GPU Platforms

Energy Transfer Ray Tracing with OptiX

Accelerated Flow Visualization of Advective-Diffusive Mixing Processes Using GPUs

Mixed-Resolution Patch-Matching

GPU-accelerated WZ Factorization with the Use of the CUBLAS Library

Solving Systems of Polynomial Equations on a GPU

Recent source codes

CrossTL: Universal Programming Language & Translator

TBD-GPU

DG-SWEM - The Discontinuous Galerkin Shallow Water Equation Model

torchPDLP: Primal-Dual Linear Programming in PyTorch. In collaboration with AMD and IPAM

Benchmarks for Dissecting CPU-GPU Unified Physical Memory on AMD MI300A APUs

kvcached: Elastic KV cache for dynamic GPU sharing and efficient multi-LLM inference

Bandicoot: C++ library for GPU accelerated linear algebra

Luthier: Bridging Auto-Tuning and Vendor Libraries for Efficient Deep Learning Inference

Fused Kernel Library (FKL)

GPUHammer: Rowhammer Attacks on GPU Memories are Practical

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