Marcel Breyer

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 9

Top Topics

Least Squares Support Vector Machine

Top Venues

IPDPS Workshops

Publications

Marcel Breyer, Alexander Van Craen, Dirk Pflüger
Evaluation of SYCL's Different Data Parallel Kernels. IWOCL (2024)
Marcel Breyer, Alexander Van Craen, Dirk Pflüger
Performance Evolution of Different SYCL Implementations based on the Parallel Least Squares Support Vector Machine Library. IWOCL (2023)
Theresa Pollinger, Alexander Van Craen, Christoph Niethammer, Marcel Breyer, Dirk Pflüger
Leveraging the Compute Power of Two HPC Systems for Higher-Dimensional Grid-Based Simulations with the Widely-Distributed Sparse Grid Combination Technique. SC (2023)
Tim Thüring, Marcel Breyer, Dirk Pflüger
Comparing a Naive and a Tree-Based N-Body Algorithm using Different Standard SYCL Implementations on Various Hardware. SC Workshops (2023)
Alexander Van Craen, Marcel Breyer, Dirk Pflüger
PLSSVM: A (multi-)GPGPU-accelerated Least Squares Support Vector Machine. CoRR (2022)
Alexander Van Craen, Marcel Breyer, Dirk Pflüger
PLSSVM - Parallel Least Squares Support Vector Machine. Softw. Impacts 14 (2022)
Marcel Breyer, Alexander Van Craen, Dirk Pflüger
A Comparison of SYCL, OpenCL, CUDA, and OpenMP for Massively Parallel Support Vector Machine Classification on Multi-Vendor Hardware. IWOCL (2022)
Alexander Van Craen, Marcel Breyer, Dirk Pflüger
PLSSVM: A (multi-)GPGPU-accelerated Least Squares Support Vector Machine. IPDPS Workshops (2022)
Marcel Breyer, Gregor Daiß, Dirk Pflüger
Performance-Portable Distributed k-Nearest Neighbors using Locality-Sensitive Hashing and SYCL. IWOCL (2021)