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Efficient GPU implementation of parameter estimation of a statistical model for online advertisement optimization

Albin Lindback

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Tags: Computer science, CUDA, Finance, nVidia, nVidia GeForce GTX 570, Optimization, Thesis

August 16, 2012 by hgpu

vCUDA Framework Development for GPU Virtualization

Aashish Chauhan, Aditya T S, Bakul Mittal, Padmaraj R, Sridutt Nayak

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Tags: Computer science, CUDA, nVidia, nVidia GeForce GTX 480, Package, Virtualization

August 15, 2012 by hgpu

Real root isolation for univariate polynomials on GPUs and multicores

Alexandre Temperville

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Tags: Computer science, CUDA, FFT, Mathematics, nVidia, Thesis

August 15, 2012 by hgpu

GPU-Assisted Cryptography of Log-Structured Indices

Michael Warren Kirby

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Tags: Algorithms, Computer science, CUDA, Hashing, nVidia, nVidia GeForce 9400 M, nVidia GeForce GTS 450, nVidia GeForce GTX 480 M, nVidia GeForce GTX 550 Ti, Security, Thesis

August 15, 2012 by hgpu

A New Cooperative Evolutionary Multi-Swarm Optimizer Algorithm Based on CUDA Parallel Architecture Applied to Solve Engineering Optimization Problems

Daniel Leal Souza, Otavio Noura Teixeira, Dionne Cavalcante Monteiro, Roberto Celio Limao de Oliveira

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Tags: Algorithms, Computer science, CUDA, nVidia, nVidia GeForce GT 330 M, Optimization, Particle swarm optimization

August 15, 2012 by hgpu

Optimizing the Computation of Eigenvalues Using Graphics Processing Units

Ion Lungu, Alexandru Pirjan, Dana-Mihaela Petrosanu

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Tags: Computer science, CUDA, Linear Algebra, Mathematics, nVidia, nVidia GeForce GTX 480

August 15, 2012 by hgpu

Performance of FORTRAN and C GPU Extensions for a Benchmark Suite of Fourier Pseudospectral Algorithms

B. Cloutier, B. K. Muite, P. Rigge

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Tags: Benchmarking, Computational Physics, CUDA, FFT, Fortran, Mathematical Software, nVidia, OpenACC, Package, Physics, Spectral methods, Tesla M2070

August 14, 2012 by hgpu

Accelerating cellular automata simulations using AVX and CUDA

Sebastian Szkoda, Zbigniew Koza, Mateusz Tykierko

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Tags: Cellular automata, Computational Physics, Computer science, CUDA, Fluid dynamics, nVidia, nVidia GeForce GTX 480, Tesla M2075

August 14, 2012 by hgpu

Dynamic Warp Resizing in High-Performance SIMT

Ahmad Lashgar, Amirali Baniasadi, Ahmad Khonsari

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Tags: Computer science, Hardware Architecture, Memory, Performance

August 14, 2012 by hgpu

A Second-Order Distributed Trotter-Suzuki Solver with a Hybrid Kernel

Peter Wittek, Fernando M. Cucchietti

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Tags: Computational Physics, CUDA, MPI, nVidia, Package, Physics, Quantum Physics, Tesla M2090

August 14, 2012 by hgpu

A GPU implementation of the Simulated Annealing Heuristic for the Quadratic Assignment Problem

Gerald Paul

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Tags: Computer science, CUDA, Metaheuristics, nVidia, Tesla C2070

August 14, 2012 by hgpu

Orthorectification by Using GPGPU Method

H. Sahin, S. Kulur

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Tags: CUDA, Earth and Space Sciences, Image processing, nVidia, nVidia GeForce 8600 M GT

August 13, 2012 by hgpu

PROM: an open-source software framework to enhance the robustness and performance of predictive models against such changes during deployment

Enhancing Deployment-Time Predictive Model Robustness for Code Analysis and Optimization

DeepSpeed: a deep learning optimization library that makes distributed training and inference easy, efficient, and effective

Scalable Access-Pattern Aware I/O Acceleration and Multi-Tiered Data Management for HPC and AI Workloads

Reproducible Study and Performance Analysis of GPU Programming Paradigms: OpenACC vs. CUDA in Key Linear Algebra Computations

SW#SYCL

Analyzing the Performance Portability of SYCL across CPUs, GPUs, and Hybrid Systems with Protein Database Search

tdg-benchs: benchmarks used to test the performance of taskgraph

Leveraging the potential of task-based programming with OpenMP task graphs

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high performance computing on graphics processing units: hgpu.org

Applications

Efficient GPU implementation of parameter estimation of a statistical model for online advertisement optimization

vCUDA Framework Development for GPU Virtualization

Real root isolation for univariate polynomials on GPUs and multicores

GPU-Assisted Cryptography of Log-Structured Indices

A New Cooperative Evolutionary Multi-Swarm Optimizer Algorithm Based on CUDA Parallel Architecture Applied to Solve Engineering Optimization Problems

Optimizing the Computation of Eigenvalues Using Graphics Processing Units

Performance of FORTRAN and C GPU Extensions for a Benchmark Suite of Fourier Pseudospectral Algorithms

Accelerating cellular automata simulations using AVX and CUDA

Dynamic Warp Resizing in High-Performance SIMT

A Second-Order Distributed Trotter-Suzuki Solver with a Hybrid Kernel

A GPU implementation of the Simulated Annealing Heuristic for the Quadratic Assignment Problem

Orthorectification by Using GPGPU Method

Recent source codes

PROM: an open-source software framework to enhance the robustness and performance of predictive models against such changes during deployment

DeepSpeed: a deep learning optimization library that makes distributed training and inference easy, efficient, and effective

HPX: a C++ Standard Library for Concurrency and Parallelism

TorchQC: Quantum Dynamics and Machine Learning

Matrix multiplication using Tensor Cores in CUDA

CPP Joules: Energy Measurement tool for CPP/CUDA programs

HPC-Coder-v2

Reproducible Study and Performance Analysis of GPU Programming Paradigms: OpenACC vs. CUDA in Key Linear Algebra Computations

SW#SYCL

tdg-benchs: benchmarks used to test the performance of taskgraph

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