BeGREEN

Mean-Field Multi-Agent Contextual Bandit for Energy-Efficient Resource Allocation in vRANs

In this paper, we gather data from our experimental platform and compare the performance and energy consumption of a HA (NVIDIA GPU V100) vs. a CPU (Intel Xeon Gold 6240R, 16 cores) for energy-friendly software processing.

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Pre-Emptive Conflict Detection Architecture for O-RAN Service Management and Orchestration

This paper proposes an extension to the O-RAN SMO architecture to incorporate a component that can predict when configuration changes are likely to degrade network performance.

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Assessment of Energy Savings in Relay-Assisted 5G and Beyond Radio Access Networks

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Attacking O-RAN Interfaces: Threat Modeling, Analysis and Practical Experimentation

Acknowledging the new security challenges arising from the expanded threat surface, O-RAN WG11 provides procedures to identify threats and assess and mitigate risks.

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Enabling Beyond-Visual-Line-of-Sight Drones Operation over Open RAN 5G Networks with Slicing

While current 5G technologies promise to meet the performance requirements in terms of throughput and latency, there is a lack of studies regarding how to achieve full reliability in practice.

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Open Experimental Measurements of Sub-6GHz Reconfigurable Intelligent Surfaces

In this paper, we present two datasets that we make publicly available for research.

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AI-ready energy modelling for next generation RAN

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Space and time user distribution measurements dataset in a university campus

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