5–6 Nov 2026
IT4Innovations
Europe/Prague timezone

Roofline Benchmarking and CPU-to-CPU Variability of Barbora NG

5 Nov 2026, 17:33
1m
atrium (IT4Innovations)

atrium

IT4Innovations

Studentská 6231/1B 708 00 Ostrava-Poruba
Poster Computational Sciences & Informatics (e.g. AI, HPC, Data Science) Poster Session

Speaker

Daniel Velicka (IT4Innovations, VSB-TUO)

Description

Barbora NG is the latest CPU-based supercomputer operated by IT4Innovations, consisting of 144 nodes, each equipped with two Intel Xeon 6952P processors. Benchmarking its sustainable performance is therefore an important step in assessing its energy efficiency and identifying potential performance bottlenecks of this new HPC platform.

In this work, we utilize a Roofline benchmark with a set of predefined arithmetic intensities covering both memory-bound and compute-bound regimes. The benchmark is instrumented with the MERIC Toolkit, enabling monitoring of core and uncore frequencies together with power draw. This provides a more detailed analysis of performance behavior and potential bottlenecks beyond the conventional metrics of computational performance in FLOP/s and memory throughput in GB/s. The benchmark results and MERIC measurements are further used to quantify CPU-to-CPU variability in both performance and power draw across the Barbora NG HPC platform.

Author

Daniel Velicka (IT4Innovations, VSB-TUO)

Co-authors

Branislav Jansik (IT4Innovations, VSB-TUO) Lubomir Riha (IT4Innovations, VSB-TUO) Ondřej Vysocký (IT4Innovations, VSB-TUO) Petr Ptáček (IT4Innovations, VSB-TUO)

Presentation materials

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