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

145–168 / 212

Research paperFree to read

IEEE Transactions on Sustainable Computing (Institute of Electrical and Electronics Engineers (IEEE)) 2025

xPUE: Extending Power Usage Effectiveness Metrics for Cloud Infrastructures

Do not present facility PUE as the whole efficiency story: add an optional server-overhead factor (sPUE) to the energy model and show an 'effective PUE' = PUE x sPUE next to PUE.

  • Idle servers gave sPUE > 4; on a Dell R640 under rising CPU load the average sPUE was 3.1 and the lowest 2.7.
Technical guidePDF

European Commission JRC 2025

2025 Best Practice Guidelines for the EU Code of Conduct on Data Centre Energy Efficiency (JRC141521, EUR 40267)

Design the facility to operate within the ASHRAE Class A2 allowable range and require A2 operation within warranty in IT procurement; plan separate environmental zones (practice 5.3.4) for legacy equipment.

  • IT equipment AC/DC power converters should be rated at 90% efficiency or better across expected load ranges.
Technical guidePDF

U.S. DOE FEMP / NREL 2024

Best Practices Guide for Energy-Efficient Data Center Design (Revised July 2024)

Weigh the supply air setpoint against server fan energy: raise it in small steps within the ASHRAE recommended range so the most demanding inlet nears 80 °F, only after air management is in place, and control to IT inlet temperature rather than return temperature.

  • Compute racks reached 60 kW in 2013, and recent liquid-cooled racks exceed 125 kW.
RegulationPDF

European Commission (Official Journal of the European Union) 2024

Commission Delegated Regulation (EU) 2024/1364 of 14 March 2024 on the first phase of the establishment of a common Union rating scheme for data centres

Build the metering architecture to the regulation: meters on every supply input for total energy (grid and back-up generator separately) and at every UPS output for IT energy, with a system that retains measurement point and device records for at least 10 years.

  • Data centre electricity demand is projected to reach 3.2% of total EU demand by 2030, a 28% increase over 2018.
White paperPDF

Open Compute Project Foundation 2024

Data Center Facility Sustainability Metrics (OCP Data Center Facility white paper, October 2, 2024)

Build the metering plan so that PUE can be reported at the highest category possible, with IT load measured at PDU or equipment input rather than the UPS output where feasible.

  • External reporting is annual (required) and quarterly on a trailing 12 months (recommended); internal tracking should be continuous or monthly.
Technical guideCitation

U.S. DOE Better Buildings / Lawrence Berkeley National Laboratory 2017

Data Center Metering and Resource Guide (February 2017)

At a stand-alone site, design meters that record energy (kWh) at the utility entrance and at the UPS output (or at panels serving only IT if there is no UPS); a UPS display that shows only power (kW) is not enough.

  • PUE Level 1 for a stand-alone data center is utility meter reading divided by UPS output energy (M1/M2).
Technical guidePDF

European Commission JRC 2020

Development of the EU Green Public Procurement (GPP) Criteria for Data Centres, Server Rooms and Cloud Services - Final Technical Report (JRC118558, EUR 30251 EN, 2020)

Ask in the specification for a designed PUE (dPUE) at a stated IT load (for example 50%) and conditions, under ISO/IEC 30134-2 or EN 50600-4-2, and write PUE demonstration at handover and the commissioning test into the contract.

  • ASHRAE liquid cooling classes cited: W1 2-17 °C, W2 2-27 °C, W3 2-32 °C, W4 2-45 °C, W5 above 45 °C.

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