high performance computing on graphics processing units: hgpu.org

Yiran Lei, Dongjoo Lee, Liangyu Zhao, Daniar Kurniawan, Chanmyeong Kim, Heetaek Jeong, Changsu Kim, Hyeonseong Choi, Liangcheng Yu, Arvind Krishnamurthy, Justine Sherry, Eriko Nurvitadhi

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Tags: AMD Radeon Instinct MI300X, ATI, Computer science, GPU cluster, Heterogeneous systems, MPI, nVidia, nVidia A100, nVidia B200, nVidia H100

May 25, 2025 by hgpu

Low-cost edge computing using upcycled smartphones

Corentin Libert

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Tags: Computer science, Package, Performance, TensorFlow, Thesis

May 25, 2025 by hgpu

Comparing Parallel Functional Array Languages: Programming and Performance

David van Balen, Tiziano De Matteis, Clemens Grelck, Troels Henriksen, Aaron W. Hsu, Gabriele K. Keller, Thomas Koopman, Trevor L. McDonell, Cosmin Oancea, Sven-Bodo Scholz, Artjoms Sinkarovs, Tom Smeding, Phil Trinder, Ivo Gabe de Wolff, Alexandros Nikolaos Ziogas

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Tags: Benchmarking, Computer science, CUDA, HIP, N-body simulation, nVidia, nVidia A30, OpenCL, Package, Performance, performance portability, Programming Languages

May 18, 2025 by hgpu

Efficient Graph Embedding at Scale: Optimizing CPU-GPU-SSD Integration

Zhonggen Li, Xiangyu Ke, Yifan Zhu, Yunjun Gao, Feifei Li

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Tags: Computer science, CUDA, Heterogeneous systems, nVidia, nVidia A100, Package, Performance, Prefetch

May 18, 2025 by hgpu

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high performance computing on graphics processing units: hgpu.org

Applications

Exploring SYCL as a Portability Layer for High-Performance Computing on CPUs

Acceleration as a Service (XaaS) Source Containers

MemAscend: System Memory Optimization for SSD-Offloaded LLM Fine-Tuning

All You Need Is Binary Search! A Practical View on Lightweight Database Indexing on GPUs

GPUMC: A Stateless Model Checker for GPU Weak Memory Concurrency

Exploring SYCL for batched kernels with memory allocations

Performance of Confidential Computing GPUs

CASS: Nvidia to AMD Transpilation with Data, Models, and Benchmark

FLASH: Fast All-to-All Communication in GPU Clusters

Low-cost edge computing using upcycled smartphones

Comparing Parallel Functional Array Languages: Programming and Performance

Efficient Graph Embedding at Scale: Optimizing CPU-GPU-SSD Integration

Recent source codes

XaaS containers

microSYCL: SYCL micro-benchmarks repository

SYCL Container

CASS: Cuda-Amd aSSembly

Cluser of smartphones for edge computing application using TensorFlow

CFAL-bench

Efficient Graph Embedding at Scale: Optimizing CPU-GPU-SSD Integration

Can Large Language Models Predict Parallel Code Performance?

PELSI: Power-Efficient Layer-Switched Inference

Ouroboros: Virtualized Queues for dynamic memory management

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