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Parallel SAT solvers and their application in automatic parallelization

Jaime Kirch da Silveira

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Tags: Computer science, CUDA, nVidia, nVidia GeForce GT 630 M, SAT, Thesis

May 31, 2014 by hgpu

Fast parallel volume visualization on CUDA technology

Adeshina Adekunle Micheal

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Tags: Computer science, CUDA, nVidia, Thesis, Visualization

May 31, 2014 by hgpu

Cytochrome P450 site of metabolism prediction from 2D topological fingerprints using GPU accelerated probabilistic classifiers

J.D. Tyzack, H.Y. Mussa, M.J. Williamson,J. Kirchmair, R.C. Glen.

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Tags: Biochemistry, CUDA, Machine learning, nVidia, nVidia GeForce GT 640, nVidia Tesla C2075

May 31, 2014 by hgpu

Bulk Execution of Oblivious Algorithms on the Unified Memory Machine, with GPU Implementation

Kazuya Tani, Daisuke Takafuji, Koji Nakano, Yasuaki Ito

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Tags: Algorithms, Computer science, CUDA, Memory model, nVidia, nVidia GeForce GTX 680, nVidia GeForce GTX Titan, Programming techniques

May 31, 2014 by hgpu

CPU, GPU and FPGA Implementations of MALD: Ceramic Tile Surface Defects Detection Algorithm

Tomislav Matic, Ivan Aleksi, Zeljko Hocenski

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Tags: Computer science, Computer vision, CUDA, FPGA, nVidia, nVidia GeForce 9800 GT

May 30, 2014 by hgpu

Unified Particle Physics for Real-Time Applications

Miles Macklin, Matthias Muller, Nuttapong Chentanez, Tae-Yong Kim

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Tags: 3D Graphics and Realism, Computer science, CUDA, Fluid simulation, nVidia, nVidia GeForce GTX 680

May 30, 2014 by hgpu

Data Layout Optimization for Multi-Valued Containers in OpenCL

Robert Strzodka

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Tags: Computer science, Memory model, nVidia, nVidia GeForce GTX 295, OpenCL

May 30, 2014 by hgpu

Parallel Distance Threshold Query Processing for Spatiotemporal Trajectory Databases on the GPU

Michael G. Gowanlock, Henri Casanova

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Tags: Algorithms, Computer science, Databases, nVidia, OpenCL, Tesla C2075

May 30, 2014 by hgpu

Massive exploration of perturbed conditions of the blood coagulation cascade through GPU parallelization

Paolo Cazzaniga, Marco S. Nobile, Daniela Besozzi, Matteo Bellini, Giancarlo Mauri

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Tags: Bioinformatics, Biology, Computational biology, CUDA, Differential equations, nVidia, ODEs, Ordinary differential equations, Tesla K20

May 30, 2014 by hgpu

Optimization of solver for gas flow modeling

D. Savichkin, O. Dodulad, Yu. Kloss

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Tags: Boltzmann equation, Fluid dynamics, Intel Xeon Phi

May 29, 2014 by hgpu

Simulating of query processing on multiprocessor database systems with modern coprocessors

Konstantin Y. Besedin, Pavel S. Kostenetskiy

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Tags: Computer science, CUDA, Databases, Intel Xeon Phi, nVidia, OpenMP, Tesla X2070

May 29, 2014 by hgpu

Performance Evaluation of Quicksort with GPU Dynamic Parallelism for Gene-Expression Quantile Normalization

Roberto Pinto Souto, Carla Osthoff, Douglas Augusto, Oswaldo Trelles, Ana Tereza Ribeiro de Vasconcelos

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Tags: Algorithms, Bioinformatics, Biology, CUDA, nVidia, Sorting, Tesla K20

May 29, 2014 by hgpu

torchPDLP: Primal-Dual Linear Programming in PyTorch. In collaboration with AMD and IPAM

Accelerating a Linear Programming Algorithm on AMD GPUs

Benchmarks for Dissecting CPU-GPU Unified Physical Memory on AMD MI300A APUs

Dissecting CPU-GPU Unified Physical Memory on AMD MI300A APUs

kvcached: Elastic KV cache for dynamic GPU sharing and efficient multi-LLM inference

Towards Efficient and Practical GPU Multitasking in the Era of LLM

Bandicoot: C++ library for GPU accelerated linear algebra

Bandicoot: A Templated C++ Library for GPU Linear Algebra

Luthier: Bridging Auto-Tuning and Vendor Libraries for Efficient Deep Learning Inference

Fused Kernel Library (FKL)

The Fused Kernel Library: A C++ API to Develop Highly-Efficient GPU Libraries

GPUHammer: Rowhammer Attacks on GPU Memories are Practical

Block: Balance Loader of LLM Serving with Context, Knowledge and Predictive Scheduling

Block: Balancing Load in LLM Serving with Context, Knowledge and Predictive Scheduling

SIGMo: Scalable Isomorphism Graph Matching on GPUs

SIGMo: High-Throughput Batched Subgraph Isomorphism on GPUs for Molecular Matching

DGEMM without FP64 Arithmetic - using FP64 Emulation and FP8 Tensor Cores with Ozaki Scheme

DGEMM without FP64 Arithmetic – using FP64 Emulation and FP8 Tensor Cores with Ozaki Scheme

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high performance computing on graphics processing units: hgpu.org

Applications

Parallel SAT solvers and their application in automatic parallelization

Fast parallel volume visualization on CUDA technology

Cytochrome P450 site of metabolism prediction from 2D topological fingerprints using GPU accelerated probabilistic classifiers

Bulk Execution of Oblivious Algorithms on the Unified Memory Machine, with GPU Implementation

CPU, GPU and FPGA Implementations of MALD: Ceramic Tile Surface Defects Detection Algorithm

Unified Particle Physics for Real-Time Applications

Data Layout Optimization for Multi-Valued Containers in OpenCL

Parallel Distance Threshold Query Processing for Spatiotemporal Trajectory Databases on the GPU

Massive exploration of perturbed conditions of the blood coagulation cascade through GPU parallelization

Optimization of solver for gas flow modeling

Simulating of query processing on multiprocessor database systems with modern coprocessors

Performance Evaluation of Quicksort with GPU Dynamic Parallelism for Gene-Expression Quantile Normalization

Recent source codes

torchPDLP: Primal-Dual Linear Programming in PyTorch. In collaboration with AMD and IPAM

Benchmarks for Dissecting CPU-GPU Unified Physical Memory on AMD MI300A APUs

kvcached: Elastic KV cache for dynamic GPU sharing and efficient multi-LLM inference

Bandicoot: C++ library for GPU accelerated linear algebra

Luthier: Bridging Auto-Tuning and Vendor Libraries for Efficient Deep Learning Inference

Fused Kernel Library (FKL)

GPUHammer: Rowhammer Attacks on GPU Memories are Practical

Block: Balance Loader of LLM Serving with Context, Knowledge and Predictive Scheduling

SIGMo: Scalable Isomorphism Graph Matching on GPUs

DGEMM without FP64 Arithmetic - using FP64 Emulation and FP8 Tensor Cores with Ozaki Scheme

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