high performance computing on graphics processing units: hgpu.org

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A GPU-based interactive bio-inspired visual clustering

Ugo Erra, Bernardino Frola, Vittorio Scarano

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Tags: Clustering, Computer science, CUDA, Data mining, nVidia, nVidia GeForce GTX 470, OpenGL

July 23, 2011 by hgpu

Accelerating Dynamic Time Warping Subsequence Search with GPUs and FPGAs

Doruk Sart, Abdullah Mueen, Walid Najjar, Eamonn Keogh, Vit Niennattrakul

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Tags: Algorithms, Computer science, CUDA, Data mining, FPGA, nVidia, Tesla C1060

June 14, 2011 by hgpu

Implementation of association rule mining using CUDA

S.H. Adil, S. Qamar

Tags: Computer science, CUDA, Data mining, nVidia, nVidia GeForce GTX 200

June 5, 2011 by hgpu

Parallel Computing Model of Multiple Dimensions Data Streams Canonical Correlation Analysis with GPU

Yong Zhou, Xiaowei Lu, Chuntian Cheng

Tags: Computer science, CUDA, Data mining, nVidia

May 24, 2011 by hgpu

Visualization and Analysis of GPU Summer School Applicants and Participants

Elaine Wah, Erik Johnson, Loretta Auvil, Umesh Thakkar, Wen-Mei Hwu, David Kirk, Thom H. Dunning, Sharon C. Glotzer

Tags: Computer science, Data mining, Visualization

May 23, 2011 by hgpu

A GPU-based closed frequent itemsets mining algorithm over stream

Haifeng Li

Tags: Algorithms, Computer science, Data mining

May 22, 2011 by hgpu

A GPU-based maximal frequent itemsets mining algorithm over stream

Haifeng Li

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Tags: Algorithms, Computer science, CUDA, Data mining, nVidia, nVidia GeForce GTX 220

May 19, 2011 by hgpu

Enhancing Ubiquitous Systems through System Call Mining

Katharina Morik, Felix Jungermann, Nico Piatkowski, Michael Engel

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Tags: Artificial intelligence, Computer science, CUDA, Data mining, nVidia

April 17, 2011 by hgpu

Efficient Parallel Algorithm for Nonlinear Dimensionality Reduction on GPU

Tsung Tai Yeh, Tseng-Yi Chen, Yen-Chiu Chen, Wei-Kuan Shih

Tags: Computer science, Data mining, KD-tree, Nearest neighbour

April 3, 2011 by hgpu

Parallel data mining on graphics processors

Wenbin Fang, Ka Keung Lau, Mian Lu, Xiangye Xiao, Chi Kit Lam, Philip Yang Yang, Bingsheng He, Qiong Luo, Pedro V. Sander, Ke Yang

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Tags: Computer science, CUDA, Data mining, nVidia, nVidia GeForce GTX 280, Package

March 28, 2011 by hgpu

Parallel frequent patterns mining algorithm on GPU

Jiayi Zhou, Kun-Ming Yu, Bin-Chang Wu

Tags: Algorithms, Computer science, Data mining, Databases

March 27, 2011 by hgpu

Data Visualization and Mining using the GPU

Sudipto Guha

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Tags: Computer science, Data mining, Rendering, Review, Visualization

March 23, 2011 by hgpu

SimSYCL: Synchronous, single-threaded, library-only SYCL implementation for debugging and verification

SimSYCL: A SYCL Implementation Targeting Development, Debugging, Simulation and Conformance

gpu_tracker: Context manager and CLI that tracks the computational-resource-usage of a code block or shell command, particularly the GPU usage

gpu_tracker: Python package for tracking and profiling GPU utilization in both desktop and high-performance computing environments

CIFAR-10 Airbench: 94% on CIFAR-10 in 3.29 second

94% on CIFAR-10 in 3.29 Seconds on a Single GPU

LOOPer: a polyhedral compiler for expressing fast and portable data parallel algorithms

LOOPer: A Learned Automatic Code Optimizer For Polyhedral Compilers

OpenMC Monte Carlo Code

Performance Portable Monte Carlo Particle Transport on Intel, NVIDIA, and AMD GPUs

Polygeist: C/C++ frontend for MLIR

Retargeting and Respecializing GPU Workloads for Performance Portability

Parallel Gaussian process with kernel approximation in CUDA

See all packages

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high performance computing on graphics processing units: hgpu.org

A GPU-based interactive bio-inspired visual clustering

Accelerating Dynamic Time Warping Subsequence Search with GPUs and FPGAs

Implementation of association rule mining using CUDA

Parallel Computing Model of Multiple Dimensions Data Streams Canonical Correlation Analysis with GPU

Visualization and Analysis of GPU Summer School Applicants and Participants

A GPU-based closed frequent itemsets mining algorithm over stream

A GPU-based maximal frequent itemsets mining algorithm over stream

Enhancing Ubiquitous Systems through System Call Mining

Efficient Parallel Algorithm for Nonlinear Dimensionality Reduction on GPU

Parallel data mining on graphics processors

Parallel frequent patterns mining algorithm on GPU

Data Visualization and Mining using the GPU

Recent source codes

SimSYCL: Synchronous, single-threaded, library-only SYCL implementation for debugging and verification

GPU plugin for PySCF

QArray

Celerity: High-level C++ for Accelerator Clusters

gpu_tracker: Context manager and CLI that tracks the computational-resource-usage of a code block or shell command, particularly the GPU usage

CIFAR-10 Airbench: 94% on CIFAR-10 in 3.29 second

LOOPer: a polyhedral compiler for expressing fast and portable data parallel algorithms

OpenMC Monte Carlo Code

Polygeist: C/C++ frontend for MLIR

Parallel Gaussian process with kernel approximation in CUDA

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