high performance computing on graphics processing units: hgpu.org

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Random Fields Generation on the GPU with the Spectral Turning Bands Method

Lars Hunger, Biagio Cosenza, Stefan Kimeswenger, Thomas Fahringer

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Tags: Algorithms, Astrophysics, CUDA, FFT, nVidia, nVidia GeForce GTX 550, OpenCL, Spectral methods

July 10, 2014 by hgpu

Understanding the SIMD Efficiency of Graph Traversal on GPU

Yichao Cheng, Hong An, Zhitao Chen, Feng Li, Zhaohui Wang, Xia Jiang, Yi Peng

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Tags: Algorithms, Computer science, CUDA, Graph theory, nVidia, Performance, Tesla C2050

July 10, 2014 by hgpu

Utilizing state-of-art NeuroES and GPGPU to optimize Mario AI

Hasse Lovgren

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Tags: ATI, ATI Radeon HD 5870, Computer science, Mathematics, Neural networks, nVidia, nVidia GeForce GTX 580, OpenCL, Package, Performance, Tesla C1060, Thesis

July 9, 2014 by hgpu

Parallelization of Multipattern Matching on GPU

Gaurav K. Bhamare, Satish S. Banait

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Tags: Computer science, CUDA, nVidia, nVidia GeForce GTX 680, Pattern Search

July 9, 2014 by hgpu

Tile Based Procedural Terrain Generation in Real-Time

David Grelsson

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Tags: 3D Graphics and Realism, Algorithms, Computer science, DirectX, Games, nVidia, nVidia GeForce GTX 460, Thesis

July 9, 2014 by hgpu

Using GPU for query of email spam detection systems and IDS

Aleksandar Sokolovski, Saso Gelev

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Tags: Algorithms, Computer science, CUDA, nVidia, nVidia Quadro K 2000 M, Security

July 9, 2014 by hgpu

Analysis of RSA algorithm using GPU programming

Sonam Mahajan, Maninder Singh

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Tags: Algorithms, Computer science, CUDA, nVidia, nVidia GeForce GT 630 M, RSA, Security

July 9, 2014 by hgpu

GiMMiK – Generating Bespoke Matrix Multiplication Kernels for Various Hardware Accelerators; Applications in High-Order Computational Fluid Dynamics

Bartosz D. Wozniak

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Tags: CUBLAS, CUDA, Fluid dynamics, Linear Algebra, Matrix multiplication, nVidia, OpenCL, Package, Python, Tesla K40, Thesis

July 7, 2014 by hgpu

Solving the Examination Timetabling Problem in GPUs

Vasileios Kolonias, George Goulas, Christos Gogos, Panayiotis Alefragis, Efthymios Housos

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Tags: Algorithms, Computer science, CUDA, Evolutionary Computations, nVidia, nVidia GeForce GTX 580, Sparse matrix

July 7, 2014 by hgpu

Analysis of Surface Folding Patterns of DICCCOLS Using the GPU-Optimized Geodesic Field Estimate

Anirban Mukhopadhyay, Chul Woo Lim, Suchendra M. Bhandarkar, Hanbo Chen, Austin New, Tianming Liu, Khaled Rasheed, Thiab Taha

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Tags: Algorithms, Biology, CUDA, Diffusion tensor, Image registration, Neuroscience, nVidia, nVidia GeForce GTX 480

July 7, 2014 by hgpu

Parallelization of the Symmetric Indefinite Factorization

Anastasia Kruchinina

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Tags: Algorithms, Computer science, CUDA, Factorization, Mathematics, Nonlinear optimization, nVidia, Tesla S2050, Thesis

July 7, 2014 by hgpu

Fast and Efficient Lossless Image Compression Based on CUDA Parallel Wavelet Tree Encoding

Jingqi Ao

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Tags: Algorithms, Compression, CUDA, Image processing, nVidia, nVidia GeForce GTX 570, Thesis, Wavelet

July 7, 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

Random Fields Generation on the GPU with the Spectral Turning Bands Method

Understanding the SIMD Efficiency of Graph Traversal on GPU

Utilizing state-of-art NeuroES and GPGPU to optimize Mario AI

Parallelization of Multipattern Matching on GPU

Tile Based Procedural Terrain Generation in Real-Time

Using GPU for query of email spam detection systems and IDS

Analysis of RSA algorithm using GPU programming

GiMMiK – Generating Bespoke Matrix Multiplication Kernels for Various Hardware Accelerators; Applications in High-Order Computational Fluid Dynamics

Solving the Examination Timetabling Problem in GPUs

Analysis of Surface Folding Patterns of DICCCOLS Using the GPU-Optimized Geodesic Field Estimate

Parallelization of the Symmetric Indefinite Factorization

Fast and Efficient Lossless Image Compression Based on CUDA Parallel Wavelet Tree Encoding

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