3 papers
cs.DC2025
Parallel FFTW on RISC-V: A Comparative Study including OpenMP, MPI, and HPX
Alexander Strack, Christopher Taylor, Dirk Pflüger
Rapid advancements in RISC-V hardware development shift the focus from low-level optimizations to higher-level parallelization. Recent RISC-V processors, such as the SOPHON SG2042,…
cs.LG2025
GPRat: Gaussian Process Regression with Asynchronous Tasks
Maksim Helmann, Alexander Strack, Dirk Pflüger
Python is the de-facto language for software development in artificial intelligence (AI). Commonly used libraries, such as PyTorch and TensorFlow, rely on parallelization built int…
cs.DC2025
A HPX Communication Benchmark: Distributed FFT using Collectives
Alexander Strack, Dirk Pflüger
Due to increasing core counts in modern processors, several task-based runtimes emerged, including the C++ Standard Library for Concurrency and Parallelism (HPX). Although the asyn…