Applications | hgpu.org

Theses

hgpu.org » Applications

High Performance Portable Tsunami Simulations on Many-core CPU, GPU, and FPGA

Fumiya Kono

View

Tags: AMD FirePro W8100, AMD FirePro W9100, AMD Radeon R9 280X, ATI, CUDA, Earth and Space Sciences, FPGA, Intel Xeon Phi, Numerical simulation, nVidia, OpenCL, Tesla K20, Thesis

December 9, 2018 by hgpu

Parallel source code transformation techniques using design patterns

David del Rio Astorga

View

Download (PDF)

Tags: Algorithms, Auto-Tuning, Code generation, Computer science, CUDA, nVidia, nVidia GeForce GTX 680, Tesla K40, Thesis

December 2, 2018 by hgpu

Dense and sparse parallel linear algebra algorithms on graphics processing units

Alejandro Lamas Davina

View

Download (PDF)

Tags: Algorithms, Computer science, CUDA, Linear Algebra, MPI, nVidia, Sparse, Tesla K20, Tesla M2090, Thesis

November 25, 2018 by hgpu

Hashing, Caching, and Synchronization: Memory Techniques for Latency Masking Multithreaded Applications

Skyler Arron Windh

View

Download (PDF)

Tags: Computer science, FPGA, Hashing, HLS, OpenCL, Thesis

November 11, 2018 by hgpu

High Performance Computing with FPGAs and OpenCL

Hamid Reza Zohouri

View

Download (PDF)

Source codes

Tags: Computer science, FPGA, OpenCL, Package, Thesis

October 28, 2018 by hgpu

Parallel LZ77 Decoding using a GPU

Emmanuel Morfiadakis

View

Download (PDF)

Tags: Algorithms, Compression, Computer science, CUDA, nVidia, nVidia GeForce GTX 840 M, Thesis

September 23, 2018 by hgpu

Scalability Analysis of Synchronous Data-Parallel Artificial Neural Network (ANN) Learners

Chang Sun

View

Download (PDF)

Tags: Computer science, Machine learning, Neural networks, nVidia, OpenCL, Tesla P100, Thesis

September 23, 2018 by hgpu

Support for Parallel Scan in OpenMP

Eder Maicol Gomez Zegarra

View

Download (PDF)

Tags: Algorithms, Computer science, CUDA, Filtering, nVidia, OpenCL, OpenMP, Sorting, Thesis

September 23, 2018 by hgpu

A deep learning approach to autonomous lunar landing

Ilaria Bloise, Marcello Orlandelli

View

Download (PDF)

Tags: Algorithms, Artificial intelligence, Computer science, Deep learning, LSTM, Machine learning, Neural networks, nVidia, RNN, Tesla K20, Thesis

September 16, 2018 by hgpu

Doctor AI: Interpretable Deep Learning for Modeling Electronic Health Records

Edward Choi

View

Download (PDF)

Source codes

Tags: CUDA, Deep learning, Medicine, nVidia, nVidia GeForce GTX Titan X, Package, RNN, Tesla K80, Theano, Thesis

September 9, 2018 by hgpu

Optimizing Communication for Clusters of GPUs

Michael Wayne LeBeane

View

Download (PDF)

Tags: Computer science, GPU cluster, Memory model, Thesis

September 2, 2018 by hgpu

Optimizing Web Virtual Reality

Rabimba Karanjai

View

Download (PDF)

Tags: Benchmarking, Computer science, Java, OpenGL, Rendering, Thesis, Virtual reality, WebGL

August 26, 2018 by hgpu

CLort: High Throughput and Low Energy Network Intrusion Detection on IoT Devices with Embedded GPUs

SuperNeurons: FFT-based Gradient Sparsification in the Distributed Training of Deep Neural Networks

SWIFOLD: Smith-Waterman implementation on FPGA with OpenCL for long DNA sequences

Spatter: Benchmark for measuring the performance of sparse and irregular memory access

Spatter: A Benchmark Suite for Evaluating Sparse Access Patterns

StePS: Stereographically Projected Cosmological Simulations

StePS: A Multi-GPU Cosmological N-body Code for Compactified Simulations

AMGCL:C++ library for solving large sparse linear systems with algebraic multigrid method

AMGCL: an Efficient, Flexible, and Extensible Algebraic Multigrid Implementation

PAstudy

Double-precision FPUs in High-Performance Computing: an Embarrassment of Riches?

See all packages

* * *

2019

July

26-28

Rome, Italy

International Conference on Frontiers of Neural Networks (ICFNN), 2019

2019

July

26-28

Rome, Italy

International Conference on Frontiers of Artificial Intelligence and Machine Learning (FAIML), 2019

2019

September

16-17

Miami, Florida, USA

3rd World Conference on Clinical Research and Biomarkers, 2019

2019

August

26-28

Vancouver, Canada

3rd International Conference on Vision, Image and Signal Processing (ICVISP), 2019

2019

August

26-28

Vancouver, Canada

3rd International Symposium on Intelligent Unmanned Systems and Artificial Intelligence (SIUSAI), 2019

Add event

See all events

high performance computing on graphics processing units: hgpu.org

Theses

High Performance Portable Tsunami Simulations on Many-core CPU, GPU, and FPGA

Parallel source code transformation techniques using design patterns

Dense and sparse parallel linear algebra algorithms on graphics processing units

Hashing, Caching, and Synchronization: Memory Techniques for Latency Masking Multithreaded Applications

High Performance Computing with FPGAs and OpenCL

Parallel LZ77 Decoding using a GPU

Scalability Analysis of Synchronous Data-Parallel Artificial Neural Network (ANN) Learners

Support for Parallel Scan in OpenMP

A deep learning approach to autonomous lunar landing

Doctor AI: Interpretable Deep Learning for Modeling Electronic Health Records

Optimizing Communication for Clusters of GPUs

Optimizing Web Virtual Reality

Recent source codes

schnaps: a finite element solver

GPU-benchmarks

Truchas: 3D Multiphysics Simulation of Metal Casting and Processing

CLort: High Throughput and Low Energy Network Intrusion Detection on IoT Devices with Embedded GPUs

SuperNeurons: FFT-based Gradient Sparsification in the Distributed Training of Deep Neural Networks

SWIFOLD: Smith-Waterman implementation on FPGA with OpenCL for long DNA sequences

Spatter: Benchmark for measuring the performance of sparse and irregular memory access

StePS: Stereographically Projected Cosmological Simulations

AMGCL:C++ library for solving large sparse linear systems with algebraic multigrid method

PAstudy

Most viewed papers (last 30 days)

Featured events

International Conference on Frontiers of Neural Networks (ICFNN), 2019

International Conference on Frontiers of Artificial Intelligence and Machine Learning (FAIML), 2019

3rd World Conference on Clinical Research and Biomarkers, 2019

3rd International Conference on Vision, Image and Signal Processing (ICVISP), 2019

3rd International Symposium on Intelligent Unmanned Systems and Artificial Intelligence (SIUSAI), 2019