high performance computing on graphics processing units: hgpu.org

Applications

hgpu.org » Applications » Biology

CBESW: sequence alignment on the Playstation 3

Adrianto Wirawan, Chee Keong K. Kwoh, Nim Tri T. Hieu, Bertil Schmidt

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Tags: Algorithms, Bioinformatics, Biology, BLAST, Cell processor, CUDA, nVidia, nVidia GeForce 8800 GTX, Package, Playstation, Sequence alignment, Smith-Waterman algorithm

January 8, 2011 by hgpu

FPGA acceleration of the phylogenetic likelihood function for Bayesian MCMC inference methods

Stephanie Zierke, Jason Bakos

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Tags: Bioinformatics, Biology, FPGA

January 7, 2011 by hgpu

Accelerating phase unwrapping and affine transformations for optical quadrature microscopy using CUDA

Perhaad Mistry, Sherman Braganza, David Kaeli, Miriam Leeser

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Tags: Biology, CUDA, Genetics, Image processing, nVidia, nVidia GeForce 8800 GTX

January 6, 2011 by hgpu

A parameterisable and scalable Smith-Waterman algorithm implementation on CUDA-compatible GPUs

Cheng Ling, Khaled Benkrid, Tsuyoshi Hamada

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Tags: Bioinformatics, Biology, Computational biology, CUDA, nVidia, nVidia GeForce 8800 GTX, Sequence alignment, Smith-Waterman algorithm

January 4, 2011 by hgpu

Speeding up subset seed algorithm for intensive protein sequence comparison

Van Hoa Nguyen, Dominique Lavenier

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Tags: Bioinformatics, Biology, CUDA, nVidia, nVidia GeForce 8800 GTX, Sequence alignment

January 4, 2011 by hgpu

Towards Large-Scale Molecular Dynamics Simulations on Graphics Processors

Joseph E. Davis, Adnan Ozsoy, Sandeep Patel, Michela Taufer

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Tags: Biology, Chemistry, CUDA, Molecular dynamics, nVidia, nVidia GeForce 9800 GX2, nVidia GeForce GTX 280, nVidia Quadro FX 5600

January 3, 2011 by hgpu

Analysis of a Computational Biology Simulation Technique on Emerging Processing Architectures

Jeremy S. Meredith, Sadaf R. Alam, Jeffrey S. Vetter

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Tags: Biology, Cell processor, Cg, Computational biology, Molecular dynamics, nVidia, nVidia GeForce 7900 GTX

January 2, 2011 by hgpu

Population Parallel GP on the G80 GPU

Denis Robilliard, Virginie Marion-Poty, Cyril Fonlupt

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Tags: Bioinformatics, Biology, CUDA, Genetics, nVidia, nVidia GeForce 8800 GTX, Package

December 29, 2010 by hgpu

A SIMD Interpreter for Genetic Programming on GPU Graphics Cards

William B. Langdon, Wolfgang Banzhaf

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Tags: Bioinformatics, Biology, DirectX, Genetics, nVidia, nVidia GeForce 8800 GTX, OpenGL

December 29, 2010 by hgpu

Design and implementation of the Smith-Waterman algorithm on the CUDA-compatible GPU

Yuma Munekawa, Fumihiko Ino, Kenichi Hagihara

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Tags: Bioinformatics, Biology, CUDA, nVidia, nVidia GeForce 8800 GTX, Smith-Waterman algorithm

December 22, 2010 by hgpu

Long time-scale simulations of in vivo diffusion using GPU hardware

Elijah Roberts, John E. Stone, Leonardo Sepulveda, Wen-Mei W. Hwu, Zaida Luthey-Schulten

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Tags: Bioinformatics, Biology, CUDA, Distributed computing, nVidia, nVidia GeForce GTX 280, nVidia Quadro FX 5600

December 18, 2010 by hgpu

A New Parallel Method of Smith-Waterman Algorithm on a Heterogeneous Platform

Bo Chen, Yun Xu, Jiaoyun Yang, Haitao Jiang

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Tags: Biology, CUDA, nVidia, nVidia GeForce 9800 GT, Sequence alignment, Smith-Waterman algorithm

December 17, 2010 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

Applications

CBESW: sequence alignment on the Playstation 3

FPGA acceleration of the phylogenetic likelihood function for Bayesian MCMC inference methods

Accelerating phase unwrapping and affine transformations for optical quadrature microscopy using CUDA

A parameterisable and scalable Smith-Waterman algorithm implementation on CUDA-compatible GPUs

Speeding up subset seed algorithm for intensive protein sequence comparison

Towards Large-Scale Molecular Dynamics Simulations on Graphics Processors

Analysis of a Computational Biology Simulation Technique on Emerging Processing Architectures

Population Parallel GP on the G80 GPU

A SIMD Interpreter for Genetic Programming on GPU Graphics Cards

Design and implementation of the Smith-Waterman algorithm on the CUDA-compatible GPU

Long time-scale simulations of in vivo diffusion using GPU hardware

A New Parallel Method of Smith-Waterman Algorithm on a Heterogeneous Platform

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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