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Open Networking Foundation/Aether and Rutgers WINLAB in Collaboration with Keysight Technologies and ORCID Labs to Present Innovative RAN Energy Efficiency Research Results

By Blog

Two presentations showcasing recent results on in-depth research conducted on RAN energy savings will be presented at the upcoming O-RAN Alliance Face-to-Face Meeting taking place in Dallas, Texas on October 27-31, 2025.

Supported by funding from the NTIA, the O-RAN Energy Efficiency Research Project (under the Public Wireless Supply Chain Innovation Fund) is an initiative aimed at advancing sustainable, open, and data-driven approaches to next-generation wireless networks.

The presentations to be featured at the O-RAN Alliance Face-to-Face Meeting are:

“Energy Efficiency Testing and Power Modeling of O-RAN Radio Units” 

This talk introduces a versatile testing and modeling framework developed under the POET (Platform for O-RAN Energy Efficiency Testing) initiative. This work delivers one of the most comprehensive open datasets to date on multi-vendor O-RU power measurements, coupled with a validated component-level energy model. Researchers analyzed how parameters such as MIMO configuration, traffic load, and RF power affect energy performance. The findings identify idle power and non-linear power amplifier efficiency as key determinants of network energy use and propose automated ETSI-based test methodologies to guide sustainable O-RAN deployment and energy optimization.

“Energy Efficiency Testing in a Commercial O-RAN System” 

This talk extends insights on energy efficiency testing and power modeling of O-RAN radios to real-world operator environments. Through collaboration between the Rutgers/ONF/Aether  NOFO-1 Test and Evaluation (T&E)  R&D project and the ORCID T&E Lab, the team conducted end-to-end power measurements across a multi-sector, multi-band commercial O-RAN deployment. The results validate the energy test methodology and models. The data confirms that energy efficiency improves when CU/DU overheads are distributed across more RUs and cells, and that RF output power is a strong predictor of O-RU energy consumption. A newly developed multi-band O-RU power model, validated with field data, achieves sub-1% prediction error. The model can be parametrized with simple tests and offers a practical tool for test specification, operator benchmarking, and energy-savings optimization.

These presentations mark a major milestone in the NTIA-funded O-RAN Energy Efficiency Research Program, highlighting collaborative progress toward building sustainable, open, and data-driven RAN infrastructures. Together they demonstrate how rigorous testing, cross-vendor validation, and power modeling can drive actionable strategies for reducing network energy consumption while maintaining performance and interoperability across the O-RAN ecosystem.

O-RAN Alliance F2F Meeting

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Check out the O-RAN Alliance Face-to-Face Meeting October 27-31, 2025 in Dallas, Texas. Research results on innovative RAN energy efficiency conducted by the Open Networking Foundation (ONF)/Aether Project and Rutgers WINLAB, in collaboration with Keysight Technologies and ORCID Labs, will be presented in two separate talks by representatives from Rutgers WINLAB:

  • Energy Efficiency Testing and Power Modeling of O-RAN Radio Units | View Slides
  • Energy Efficiency Testing in a Commercial O-RAN System | View Slides

O-RAN F2F meetings offer an opportunity for collaboration across the global O-RAN community — including mobile network operators, vendors, academic and research institutions, government bodies, and more. Attendance is free for delegates from O-RAN Members and Participants, but registration is required.

Lightweight Innovation in Open RAN: How Aether SMaRT-5G is Driving Real-World Energy and Traffic Optimization Without E2/A1 Interfaces

By Blog

By Aether SMaRT-5G Team

Aether SMaRT-5G team successfully demonstrated proof-of-concept of a new energy saving solution with technology partners in Japan

As 5G networks grow, so do the challenges and the costs. Mobile operators are under pressure to not only deliver faster and more reliable connectivity but also to do it more efficiently. With energy costs rising and sustainability on everyone’s agenda, finding smarter, leaner ways to manage networks has become a priority.

At Aether SMaRT-5G, we’ve been working to meet that need. And today, we’re excited to share the results of a successful collaboration that proves you don’t need to wait for the full O-RAN stack to be operational to start reaping the benefits of intelligent automation.

Together with our technology partners in Japan, we’re excited to share the results of our proof-of-concept open sourced solution that demonstrates how traffic steering and energy savings can be achieved without using E2 or A1 interfaces, which are the key pillars of the O-RAN architecture.

Let’s break down what this means, why it matters, and what comes next.


The Problem: Complexity Slows Innovation

Open RAN architecture promises a flexible and automated network built on open interfaces and AI-powered applications. But the typical O-RAN architecture relies on multiple components such as Service Management and Orchestration (SMO), Non-Real-Time (Non-RT) RIC, Near-Real-Time (Near-RT) RIC, and associated open interfaces.

For operators still rolling out their O-RAN based infrastructure, this can be a heavy lift. Many, like Rakuten Mobile, are attempting to achieve the benefits of O-RAN, starting with Non-RT RIC and SMO while the interfaces around the Near-RT RIC are getting matured to be deployable. Without a Near-RT RIC, deploying advanced energy optimization with traffic steering has been difficult, until now. The performance cannot match the one provided by a Near-RT RIC and xApps, but the complexity tradeoff might be worth it.


The Breakthrough: Smarts Without the Stack

What if mobile network operators could start optimizing energy consumption with traffic management today, without waiting to deploy the full O-RAN stack?

That’s exactly what we set out to prove. And we did.

In a proof-of-concept demonstration with technology partners Tietoevry, Rimedo Labs, Intel Labs and VIAVI Solutions at Rakuten Mobile’s Yokosuka Telecom Research Park RIC research facility in Japan, we deployed two rApps, Traffic Steering (TS) (details here) and Energy Savings (ES), working entirely through the O1 and Open Fronthaul M-Plane interfaces

No E2. No A1. No Near-RT RIC.

The Results Speak for Themselves:

  • +9% network throughput improvement via smart load balancing
  • -9% energy consumption, with less than 1% impact on traffic
  • Operation of both rApps, without needing A1
  • Integration with open source SMO and Non-RT RIC platforms using only O1 interface

Why This Matters: Practical Automation, Now

This approach opens the door to real-world automation for operators at any stage of their O-RAN journey. Instead of waiting for all the pieces to be in place, they can start optimizing performance and energy consumption jointly today using lightweight O-RAN deployments.

This means:

  • Lower deployment complexity
  • Faster time to value
  • Better sustainability outcomes
  • A smoother path to full O-RAN architecture in the future

The Team Behind the Innovation

This breakthrough milestone was only possible thanks to a strong collaboration across an ecosystem that worked together to realize the vision:

Rakuten Mobile & Rakuten Symphony – Provided lab infrastructure and network requirements 

Tietoevry – System Integration

Rimedo Labs – Developed the Traffic Steering rApp

Intel Labs – Developed the Energy Savings rApp

VIAVI Solutions – Provided commercial-grade RAN simulation and modeling

Aether SMaRT-5G / Linux Foundation – Led architecture, integration, and project oversight via open source platforms

Open Networking Foundation (ONF) – Utilizing the close tie between Aether SMaRT-5G and ONF, this project opened a pathway to field test and operationalize some of the results of the R&D project ONF has been carrying out in collaboration with Rutgers University, WINLAB.  

The project has been focusing on innovative measurements and modeling of energy consumption in O-RAN, which has been made possible through a $2 million grant from the US government’s Public Wireless Supply Chain Innovation Fund (PWSCIF), administered by the National Telecommunications and Information Administration (NTIA). 


What’s Next

We’re not stopping here. Deployment staging and phasing is already underway, and it will focus on production readiness for mobile operators, including:

  • Further deployment testing in mobile operator SMO and Non-RT RIC environments
  • Integration with real RAN hardware
  • Enhanced AI/ML algorithms using insights from the NTIA PWSCIF-funded R&D project
  • Full lifecycle testing in production-like environments

Our goal is to make this solution production-grade, scalable, and even smarter, delivering energy savings and performance gains at scale.


Open Source and Open Access

The best part? The work is open source and ready to explore. While the internals of the rApp algorithms remain proprietary, the full deployment framework, complete with Kubernetes and Docker configurations, simulators, and integration logic, is available in the project repository.

You can read our original announcement here or dive straight into the technical documentation to see how it works.


Final Thoughts: Less Stack, More Impact

This project proves that you don’t need the full O-RAN stack to make an impact. By working with a lightweight O-RAN deployment, we can accelerate the path to smarter, greener, open and more efficient networks.

If you’re an operator looking to optimize without overhauling, or a developer looking to contribute to meaningful, standards-based innovation, now is the time to get involved.


Want to connect or learn more?
Learn more at aetherproject.org reach out to us at info@aetherproject.org

Unlocking Energy Savings in Telecom Networks: A Path to a Sustainable Future

By News Article

Check out an insightful article by Aether TST member, Ajay Lotan Thakur, published in the IEEE Canadian Review.

It focuses on the increasing demand for power in today’s telecom networks and the critical challenges and opportunities in reducing energy consumption and minimizing carbon footprint. A case study on Aether, an open source 5G platform, and the Aether Sustainable Mobile and RAN Transformation 5G (SMaRT-5G) project, is an example of exciting advancements being developed and demonstrable today that address the essential telecom energy efficiency need.

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