high performance computing on graphics processing units: hgpu.org

Programming

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A performance/cost evaluation for a GPU-based drug discovery application on volunteer computing

Gines David Guerrero Hernandez, Baldomero Imbernon, Horacio Perez-Sanchez, Francisco Sanz, Jose M. Garcia, Jose M. Cecilia

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Tags: Bioinformatics, Biology, CUDA, Medicine, nVidia, nVidia GeForce 7300 GT, nVidia GeForce GTX 465, nVidia GeForce GTX 480, nVidia GeForce GTX 590, Tesla C2070, Tesla K20

May 21, 2014 by hgpu

A combined MPI-CUDA parallel solution of linear and nonlinear Poisson-Boltzmann equation

Jose Colmenares, Antonella Galizia, Jesus Ortiz, Andrea Clematis, Walter Rocchia

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Tags: Algorithms, Biology, Boltzmann equation, CUDA, Electrostatic potential, Electrostatics, Heterogeneous systems, Macromolecule, MPI, nVidia, nVidia GeForce GTX 580, Poisson Boltzmann, Tesla C2075

May 21, 2014 by hgpu

2-D Impulse Noise Suppression by Recursive Gaussian Maximum Likelihood Estimation

Yang Chen, Jian Yang, Huazhong Shu, Luyao Shi, Jiasong Wu, Limin Luo, Jean-Louis Coatrieux, Christine Toumoulin

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Tags: Algorithms, CUDA, Image processing, nVidia, nVidia GeForce GTX 465

May 21, 2014 by hgpu

A Comparison of Serial & Parallel Particle Filters for Time Series Analysis

David Klemish

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Tags: Computer science, CUDA, nVidia, nVidia GeForce GTX 660 Ti, Particle filtering, Programming techniques, Thesis, Thrust

May 21, 2014 by hgpu

targetDP: an Abstraction of Lattice Based Parallelism with Portable Performance

Alan Gray, Kevin Stratford

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Tags: CUDA, Data parallelism, Fluid dynamics, Intel Xeon Phi, Lattice Boltzmann model, nVidia, Tesla K40

May 20, 2014 by hgpu

Multi-GPU Accelerated Parallel Algorithm of Wallis Transformation for Image Enhancement

Han Xiao, Yu-Pu Song, Qing-Lei Zhou

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Tags: Algorithms, CUDA, Filtering, Image processing, nVidia, nVidia GeForce GTX 580, Sensing

May 20, 2014 by hgpu

Exploiting Parallelism in GPUs

Blake Alan Hechtman

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Tags: Computer science, CUDA, Heterogeneous systems, nVidia, OpenCL, Thesis

May 20, 2014 by hgpu

Parallel Approaches to Edit Distance and Approximate String Matching

Cary Yang, Kevin Zhang

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Tags: Algorithms, Computer science, CUDA, nVidia, nVidia GeForce GTX 480, String matching

May 20, 2014 by hgpu

A Step towards Energy Efficient Computing: Redesigning A Hydrodynamic Application on CPU-GPU

Tingxing Dong, Veselin Dobrev, Tzanio Kolev, Robert Rieben, Stanimire Tomov, Jack Dongarra

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Tags: Computer science, CUDA, FEM, Finite element method, Linear Algebra, nVidia, Tesla K20

May 20, 2014 by hgpu

An OpenCL Runtime and Scheduler for Embedded Multicore DSP Parallel Systems

Li Tian, Fugen Zhou, Cai Meng

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Tags: Computer science, DSP, Embedded high-performance computing, nVidia, OpenCL, Task scheduling

May 18, 2014 by hgpu

StarPU-MPI: Task Programming over Clusters of Machines Enhanced with Accelerators

Cedric Augonnet, Olivier Aumage, Nathalie Furmento, Samuel Thibault, Raymond Namyst

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Tags: Computer science, CUDA, Heterogeneous systems, MPI, nVidia, OpenCL, Tesla M2070

May 18, 2014 by hgpu

Relativistic hydrodynamics on graphics processing units

Jan Sikorski, Sebastian Cygert, Joanna Porter-Sobieraj, Marcin Slodkowski, Piotr Krzyzanowski, Natalia Ksiazek, Przemyslaw Duda

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Tags: CUDA, hydrodynamics, Nuclear physics, nVidia, Physics

May 18, 2014 by hgpu

Tutoring LLM into a Better CUDA Optimizer

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

Kernel Library for LLM Serving

Compiler and Runtime Systems for Generative AI Models

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

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high performance computing on graphics processing units: hgpu.org

Programming

A performance/cost evaluation for a GPU-based drug discovery application on volunteer computing

A combined MPI-CUDA parallel solution of linear and nonlinear Poisson-Boltzmann equation

2-D Impulse Noise Suppression by Recursive Gaussian Maximum Likelihood Estimation

A Comparison of Serial & Parallel Particle Filters for Time Series Analysis

targetDP: an Abstraction of Lattice Based Parallelism with Portable Performance

Multi-GPU Accelerated Parallel Algorithm of Wallis Transformation for Image Enhancement

Exploiting Parallelism in GPUs

Parallel Approaches to Edit Distance and Approximate String Matching

A Step towards Energy Efficient Computing: Redesigning A Hydrodynamic Application on CPU-GPU

An OpenCL Runtime and Scheduler for Embedded Multicore DSP Parallel Systems

StarPU-MPI: Task Programming over Clusters of Machines Enhanced with Accelerators

Relativistic hydrodynamics on graphics processing units

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