Topic guide

Performance metrics

Explore publications on PUE and other data centre performance indicators. Before using a metric for comparison or design decisions, check its measurement boundaries, calculation method and required inputs against the original reference.

Sources
212
Downloadable PDFs
60
Years
2007–2026

All sources

121–144 / 212

Research paperFree to read

Proceedings of the ACM Symposium on Cloud Computing (ACM) 2024

The Sunk Carbon Fallacy: Rethinking Carbon Footprint Metrics for Effective Carbon-Aware Scheduling

Keep embodied-carbon amortisation (TE x T/EL) in procurement, refresh and design-option comparisons, and use operational carbon only for runtime placement and scheduling recommendations.

  • Scheduling by SCI raised datacenter carbon by nearly 30%; the penalty was over 15% at 40-80% utilisation.
Research paperPDF

Buildings (MDPI AG) 2026

Thermal Environment Assessment for Energy-Efficient Cooling in Air-Cooled Data Centers: Measurement, CFD, and Predictive Models

In a design tool, set CFD accuracy expectations from this review's ranges (0.1-4 °C absolute, relative mostly below 20%) and do not limit validation scope to temperature; ask for velocity and pressure too.

  • Of the 58 CFD studies, Fluent was used in 24 (41.4%) and 6SigmaDC in 12; standard k-epsilon in 41 (about 70.7%).
White paperPDF

Open Compute Project Foundation 2022

White Paper: OCP Ready Data Centers - Program Mission, Methodology, and Case Studies, Revision 1.0 (June 2022)

Offer an 'OCP Ready' compliance profile that checks the delivery path (dock, ramps, door heights), floor load classes (uniform, concentrated, rolling), 3-phase IEC/NEMA rack circuits, hot/cold-aisle containment and generator load-acceptance time relative to BBU autonomy.

  • Design PUE ranges from 1.07 (Hydro66, WUE 0.059 L/kWh) to 1.6 (maincubes AMS01).

All content and rights belong to the respective authors and publishers. SoSo CAD provides only the citation, its own summary and a link to the source, and is not responsible for the sources' content.

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