LiteGD: Lightweight and dynamic GPU Dispatching for Large-scale Heterogeneous Clusters #GPUcluster hgpu.org/?p=29950

A Novel Compiler Transformation for Fast Sparse Matrix Multiplication in GPUs #CUDA #Compilers #Sparse #MatrixMultiplication hgpu.org/?p=29951

A CPU+FPGA OpenCL Heterogeneous Computing Platform for Multi-Kernel Pipeline #OpenCL #FPGA hgpu.org/?p=29952

A First Look at Bugs in LLM Inference Engines #LLM #AI hgpu.org/?p=29953

Engineering Supercomputing Platforms for Biomolecular Applications #CUDA #ROCm #Biology #Biomolecules #MolecularDynamics #HPC #Physics #Package hgpu.org/?p=29954

WiLLM: An Open Wireless LLM Communication System #LLM #Package hgpu.org/?p=29979

Survey of HPC in US Research Institutions #HPC #AI hgpu.org/?p=29980

Omniwise: Predicting GPU Kernels Performance with LLMs #ROCm #LLM #Performance hgpu.org/?p=29981

GCStack+GCScaler: Fast and Accurate GPU Performance Analyses Using Fine-Grained Stall Cycle Accounting and Interval Analysis #CUDA #Performance hgpu.org/?p=29982

No More Shading Languages: Compiling C++ to Vulkan Shaders #Vulkan #Compilers #GLSL #Rendering #Raytracing #Package hgpu.org/?p=29983

P4OMP: Retrieval-Augmented Prompting for OpenMP Parallelism in Serial Code #OpenMP #LLM #HPC #CodeGeneration hgpu.org/?p=30004

ParEval-Repo: A Benchmark Suite for Evaluating LLMs with Repository-level HPC Translation Tasks #CUDA #OpenMP #LLM #CodeGeneration #Benchmarking #Package hgpu.org/?p=30005

Libra: Synergizing CUDA and Tensor Cores for High-Performance Sparse Matrix Multiplication #CUDA #Sparse #SpMM #DeepLearning #DL #Package hgpu.org/?p=30006

Thesis: Efficient GPU Implementation of Multi-Precision Integer Division #CUDA #Futhark #Package hgpu.org/?p=30008

Accelerated discovery and design of Fe-Co-Zr magnets with tunable magnetic anisotropy through machine learning and parallel computing #CUDA #Physics #MaterialsScience #CondensedMatter #MachineLearning #ML #Package hgpu.org/?p=30007

KIS-S: A GPU-Aware Kubernetes Inference Simulator with RL-Based Auto-Scaling #GPU #Kubernets #Package hgpu.org/?p=30034

Demystifying NCCL: An In-depth Analysis of GPU Communication Protocols and Algorithms #CUDA #GPUcluster #Communication hgpu.org/?p=30035

Serving LLMs in HPC Clusters: A Comparative Study of Qualcomm Cloud AI 100 Ultra and High-Performance GPUs #Qualcomm #Cloud #LLM #HPC #DeepLearning #DL hgpu.org/?p=30036

Hardware Compute Partitioning on NVIDIA GPUs for Composable Systems #CUDA #TaskScheduling #Package hgpu.org/?p=30037

Mutual-Supervised Learning for Sequential-to-Parallel Code Translation #CUDA #HPC #LLM #CodeGeneration #Package hgpu.org/?p=30038