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Alexander Van Craen
Alexander Van Craen
Verifisert e-postadresse på ipvs.uni-stuttgart.de
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A comparison of sycl, opencl, cuda, and openmp for massively parallel support vector machine classification on multi-vendor hardware
M Breyer, A Van Craen, D Pflüger
Proceedings of the 10th International Workshop on OpenCL, 1-12, 2022
392022
PLSSVM: A (multi-) gpgpu-accelerated least squares support vector machine
A Van Craen, M Breyer, D Pflüger
2022 IEEE International Parallel and Distributed Processing Symposium …, 2022
132022
PLSSVM—Parallel least squares support vector machine
A Van Craen, M Breyer, D Pflüger
Software Impacts 14, 100343, 2022
52022
Leveraging the compute power of two HPC systems for higher-dimensional grid-based simulations with the widely-distributed sparse grid combination technique
T Pollinger, A Van Craen, C Niethammer, M Breyer, D Pflüger
Proceedings of the International Conference for High Performance Computing …, 2023
42023
Performance Evolution of Different SYCL Implementations based on the Parallel Least Squares Support Vector Machine Library
M Breyer, A Van Craen, D Pflüger
Proceedings of the 2023 International Workshop on OpenCL, 1-12, 2023
42023
GPU-beschleunigte Support-Vector Machines
A Van Craen
22018
DisCoTec: Distributed higher-dimensional HPC simulations with the sparse grid combination technique
T Pollinger, M Hurler, A Van Craen, M Obersteiner, D Pflüger
Journal of Open Source Software 10 (106), 7018, 2025
2025
Introduction to Parallel and Distributed Programming using N-Body Simulations
A Van Craen, M Breyer, D Pflüger
SC24-W: Workshops of the International Conference for High Performance …, 2024
2024
hws: A Tool for Monitoring Hardware Metrics Across Diverse Vendors: A Case Study on Hyperparameter Optimization Algorithms
M Breyer, A Van Craen, P Domanski, D Pflüger
SC24-W: Workshops of the International Conference for High Performance …, 2024
2024
Realizing Joint Extreme-Scale Simulations on Multiple Supercomputers—Two Superfacility Case Studies
T Pollinger, A Van Craen, P Offenhäuser, D Pflüger
SC24: International Conference for High Performance Computing, Networking …, 2024
2024
Short Paper: Evaluation of stdpar Compilers on a Kernel Matrix Assembly and a BLAS Level 3 SYMM Kernel
M Breyer, A Van Craen, D Pflüger
2024 23rd International Symposium on Parallel and Distributed Computing …, 2024
2024
Evaluation of SYCL’s Different Data Parallel Kernels
M Breyer, A Van Craen, D Pflüger
Proceedings of the 12th International Workshop on OpenCL and SYCL, 1-4, 2024
2024
PISM Performance Profiling-Analyse einer Eisschild Simulation
A Van Craen
2020
Institut für Parallele und Verteilte Systeme Universität Stuttgart Universitätsstraße 38 D–70569 Stuttgart Bachelorarbeit
A Van Craen
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Artikler 1–14