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A comprehensive framework to evaluate energy efficiency in 5G Disaggregated / Open RAN networks

Reliable testing for energy efficiency in Open RAN

Energy Efficiency Measurement Framework Published

The white paper describes a comprehensive framework to evaluate energy efficiency in 5G disaggregated/Open RAN networks, which is a big step towards creating reliable, repeatable, and reproducible testing for energy efficiency in Open RAN. It was produced in a collaboration by Open Telecom Ecosystem Lab (OTEL) at Dell Technologies, Inc., the i14y Lab, Deutsche Telekom AG, and Rimedo Labs.

Energy Efficiency Measurement Framework Published

Addressing the methodological and architectural gaps in energy efficiency assessment for multi-vendor Open RAN systems, the white paper proposes a unified approach to enable fair, reproducible, and actionable energy metrics/benchmarks across diverse network components.

 

Even today, RAN consumes ~70-80% of total network energy for mobile operators, as energy demands only rise with 5G’s high data rates, massive MIMO, and dense deployments. In this, Open Radio Access Networks (Open RAN, or O-RAN) in 5G and 6G systems introduce a paradigm shift toward disaggregated, multi-vendor architectures. While this openness fosters innovation and cost efficiency, it presents significant challenges in evaluating and optimizing energy efficiency across heterogeneous components. Open RAN environments involve diverse hardware and software stacks with varying performance profiles, telemetry capabilities, and power management strategies. A problem this comprehensive framework to evaluate energy efficiency in 5G disaggregated/Open RAN networks tackles.

 

Looking ahead, the transition to 6G will only intensify the need for energy-conscious network design, making sustainability a core architectural principle. Green RAN initiatives and carbon accounting mechanisms will become integral to future network planning, driving the industry toward more transparent and accountable energy usage models. The standardized energy KPIs and open telemetry frameworks could be key enablers.

Open-RAN Energy Efficiency Measurement Framework: Next Steps

This framework is, of course, only one step towards providing reliable, repeatable, and reproducible testing for energy efficiency in Open RAN. We will now go on to implement the framework in a controlled multi-vendor disaggregated/Open RAN testbed and collect empirical results. This will be followed by an analysis of the collected data, identification of optimization opportunities including RIC, and recommendations for fine-tuning energy-aware configurations.

An international collaboration

The white paper was produced in collaboration with Open Telecom Ecosystem Lab (OTEL) at Dell Technologies, Inc., i14y Lab, Deutsche Telekom AG, and Rimedo Labs. The authors are Neeraj Sharma (Open Telecom Architect, Dell Technologies, Inc.) and Mohammadreza Razmi (Deutsche Telekom/i14y Lab). The white paper was reviewed by Abdul K. Thakkadi (Sr. Director of Engineering, Dell Technologies, Inc.) and Andreas Gladisch, Olaf Bonness, and Ajesh Pulyaar Keerthi (Deutsche Telekom/i14y Lab), and Marcin Hoffmann, Marcin Dryjański, and Adrian Kliks (Rimedo Labs).

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