Using SHAP and LIME on a public O-RAN dataset, the paper finds airtime, BSR, goodput, and throughput are the most influential parameters for RAN energy consumption.
The real climate and transformative impact of ICT: A critique of estimates, trends, and regulations,
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Integrating Explainable AI for Energy Efficient Open Radio Access Networks
Using SHAP and LIME on a public O-RAN dataset, the paper finds airtime, BSR, goodput, and throughput are the most influential parameters for RAN energy consumption.