Learn · CERN

Talk20 min

HEPScore Suite Enhancements: Power Metrics and GPU Integration

Natalia Diana Szczepanek and Robin Hofsaess · CERN

Watch At CERN

About

The HEPiX Benchmarking Working Group develops and maintains benchmarking tools to quantify computing resources across the Worldwide LHC Computing Grid (WLCG). Since the adoption of HEPScore23 as the official WLCG benchmark in April 2023, the WG has been actively enhancing the benchmark suite based on community feedback and emerging requirements.

Currently, the WG is advancing two key initiatives.

First, the development of instrumentation modules that capture comprehensive server utilization metrics during HEPScore execution, including CPU load, frequency scaling, I/O patterns, and power consumption. These metrics enable detailed analysis of power efficiency and performance characteristics across different hardware configurations.

Second, the integration of GPU workloads into the benchmark catalog, expanding HEPScore's applicability to heterogeneous computing environments and modern accelerator-based systems.

In this report, we provide an overview of the WG's technical progress, implementation challenges, and preliminary results from these developments.

0:00:00 Slide 1

0:00:08 Slide 2

0:00:25 Slide 3

0:00:48 Slide 4

0:01:11 Slide 5

0:01:53 Slide 6

0:03:03 Slide 7

The talk

  1. HEPScore Suite Enhancements: Power Metrics and GPU Integration 2026-03-04 · 20 min · CERN's player

Credits and licence

Institution
CERN
Taught by
Natalia Diana Szczepanek, Robin Hofsaess
Year
2026
Language
English
Source
CERN
Licence
CERN, as CERN states it. CERN's terms
Attribution
© CERN. CERN provides its audiovisual media free of charge for educational and informational use, credited to CERN; this lecture is shown in CERN's own player.
Who can watch
CERN gives no rating. Invisible Network shows it to Teens profiles and older, judged from what the source says about it. How courses are placed