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GPUWattch: Enabling Energy Optimizations in GPGPUs

Jingwen Leng, Tayler Hetherington, Ahmed ElTantawy, Syed Gilani, Nam Sung Kim, Tor M. Aamodt, Vijay Janapa Reddi

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Tags: Computer science, CUDA, GPGPU-sim, nVidia, nVidia GeForce GTX 480, nVidia Quadro FX 5600, Performance

May 4, 2013 by hgpu

Implementations of the FFT algorithm on GPU

Sreehari Ambuluri

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Tags: Algorithms, CUDA, DSP, FFT, nVidia, nVidia GeForce GTX 560, Signal processing, Thesis

May 4, 2013 by hgpu

High-Order Schemes for the Shallow Water Equations on GPUs

Espen Graff Berglie

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Tags: Computer science, CUDA, Mathematics, nVidia, nVidia Quadro FX 5000, Thesis

May 4, 2013 by hgpu

Algorithms for representation of 3D regions in radiotherapy planning software

Jonny Gunnarsson

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Tags: Computer science, CUDA, Distance transform, nVidia, nVidia GeForce GTX 470, Radiotherapy, Review, Thesis

May 3, 2013 by hgpu

Optimizing Similarity Computations for Ontology Matching – Experiences from GOMMA

Michael Hartung, Lars Kolb, Anika Gross, Erhard Rahm

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Tags: Algorithms, Computer science, CUDA, nVidia, nVidia GeForce GTX 660, Optimization, String matching

May 3, 2013 by hgpu

Data-rich astronomy: mining synoptic sky surveys

Stefano Cavuoti

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Tags: Astrophysics, Cosmology and Extragalactic Astrophysics, CUDA, Instrumentation and Methods for Astrophysics, nVidia, nVidia GeForce GT 540 M, Thesis

May 3, 2013 by hgpu

Feasibility Analysis of Low Cost Graphical Processing Units for Electromagnetic Field Simulations by Finite Difference Time Domain Method

A. V. Choudhari, N. A. Pande, M. R. Gupta

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Tags: Computational Physics, Computer science, CUDA, Electrodynamics, FDTD, Finite difference, Finite-difference time-domain, Maxwell's equations, nVidia, nVidia GeForce GT 520

May 3, 2013 by hgpu

Efficient implementation for QUAD stream cipher with GPUs

Tanaka Satoshi, Nishide Takashi, Sakurai Kouichi

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Tags: Algorithms, Computer science, CUDA, nVidia, nVidia GeForce GTX 480, Security, Stream Ciphers

May 2, 2013 by hgpu

GPU accelerated Trotter-Suzuki solver for quantum spin dynamics

Axel D. Dente, Carlos S. Bederian, Pablo R. Zangara, Horacio M. Pastawski

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Tags: Algorithms, Computational Physics, CUDA, nVidia, Physics, Quantum Physics, Spin Systems, Statistical Mechanics, Tesla C2070

May 2, 2013 by hgpu

A framework for data-access strategies in GPGPU programs

L.F.C.C. Mallens

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Tags: Computer science, CUDA, nVidia, nVidia GeForce GT 640, nVidia GeForce GTS 250, OpenACC, Thesis

May 2, 2013 by hgpu

Adding GPU Computing to Computer Organization Courses

David Bunde, Karen L. Karavanic, Jens Mache

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Tags: Computer science, CUDA, Education, nVidia

May 2, 2013 by hgpu

GPU Acceleration of the Variational Monte Carlo Method for Many Body Physics

Rajagopalan Kaushik Ragavan

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Tags: CUDA, Data parallelism, Heterogeneous systems, Monte Carlo simulation, MPI, nVidia, Physics, Tesla M2070, Thesis

May 1, 2013 by hgpu

Over-synchronization in GPU Programs

profile_util: simple C++ library to report memory, timing, thread affinity

Profile Util library: A quick and easy way to get MPI, OpenMP and GPU runtime information

MaC: Mamba CPU performance predictor

MambaCPU: Enhanced Correlation Mining with State Space Models for CPU Performance Prediction

Mixed-precision finite element kernels

Mixed-precision finite element kernels and assembly: Rounding error analysis and hardware acceleration

SHMT: The Simultaneous and Heterogenous Multithreading project

General-Purpose Computing on Tensor Processors

Superpipeline: A Universal Approach for Reducing GPU Memory Usage in Large Models

EnergyUCB-Bandit

Online Energy Optimization in GPUs: A Multi-Armed Bandit Approach

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high performance computing on graphics processing units: hgpu.org

GPUWattch: Enabling Energy Optimizations in GPGPUs

Implementations of the FFT algorithm on GPU

High-Order Schemes for the Shallow Water Equations on GPUs

Algorithms for representation of 3D regions in radiotherapy planning software

Optimizing Similarity Computations for Ontology Matching – Experiences from GOMMA

Data-rich astronomy: mining synoptic sky surveys

Feasibility Analysis of Low Cost Graphical Processing Units for Electromagnetic Field Simulations by Finite Difference Time Domain Method

Efficient implementation for QUAD stream cipher with GPUs

GPU accelerated Trotter-Suzuki solver for quantum spin dynamics

A framework for data-access strategies in GPGPU programs

Adding GPU Computing to Computer Organization Courses

GPU Acceleration of the Variational Monte Carlo Method for Many Body Physics

Recent source codes

Kokkidio: Kokkos+Eigen - write fast, readable multi-platform code

LLaMA-Inference-Bench

MATAR

Over-synchronization in GPU Programs

profile_util: simple C++ library to report memory, timing, thread affinity

MaC: Mamba CPU performance predictor

Mixed-precision finite element kernels

SHMT: The Simultaneous and Heterogenous Multithreading project

Superpipeline: A Universal Approach for Reducing GPU Memory Usage in Large Models

EnergyUCB-Bandit

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