CloudRIC: Open Radio Access Network (O-RAN) Virtualization with Shared Heterogeneous Computing
LL Schiavo, G Garcia-Aviles… - Proceedings of the 30th …, 2024 - dl.acm.org
Open and virtualized Radio Access Networks (vRANs) are breeding a new market with
unprecedented opportunities. However, carrier-grade vRANs today are expensive and …
unprecedented opportunities. However, carrier-grade vRANs today are expensive and …
Robust Resource Sharing in Network Slicing via Hypothesis Testing
P Nikolaidis, J Baras - arXiv preprint arXiv:2404.18254, 2024 - arxiv.org
In network slicing, the network operator needs to satisfy the service level agreements of
multiple slices at the same time and on the same physical infrastructure. To do so with …
multiple slices at the same time and on the same physical infrastructure. To do so with …
AICHRONOLENS: Advancing Explainability for Time Series AI Forecasting in Mobile Networks
C Fiandrino, E Perez Gomez… - IEEE International …, 2024 - dspace.networks.imdea.org
Next-generation mobile networks will increasingly rely on the ability to forecast traffic
patterns for resource management. Usually, this translates into forecasting diverse …
patterns for resource management. Usually, this translates into forecasting diverse …
An In-Depth Analysis of Advanced Time Series Forecasting Models for the Open RAN
P Fernández, C Fiandrino… - IEEE International …, 2024 - dspace.networks.imdea.org
Forecasting is instrumental to efficiently manage network resources. In this workshop paper,
we make the following contributions. First, we carry out the first assessment of recently …
we make the following contributions. First, we carry out the first assessment of recently …