OrchestRAN: Network automation through orchestrated intelligence in the open RAN

S D'Oro, L Bonati, M Polese… - IEEE INFOCOM 2022 …, 2022 - ieeexplore.ieee.org
The next generation of cellular networks will be characterized by softwarized, open, and
disaggregated architectures exposing analytics and control knobs to enable network …

dApps: Distributed applications for real-time inference and control in O-RAN

S D'Oro, M Polese, L Bonati, H Cheng… - IEEE …, 2022 - ieeexplore.ieee.org
The Open Radio Access Network (Open RAN)-being standardized, among others, by the O-
RAN Alliance-brings a radical transformation to the cellular ecosystem through …

Machine learning in network slicing—a survey

HP Phyu, D Naboulsi, R Stanica - IEEE Access, 2023 - ieeexplore.ieee.org
5G and beyond networks are expected to support a wide range of services, with highly
diverse requirements. Yet, the traditional “one-size-fits-all” network architecture lacks the …

Open radio access networks (O-RAN) experimentation platform: Design and datasets

JX Salvat, JA Ayala-Romero, L Zanzi… - IEEE …, 2023 - ieeexplore.ieee.org
The Open Radio Access Network (O-RAN) Alliance is driving the latest evolution of RAN
deployments, moving from traditionally closed and dedicated hardware implementations …

Nuberu: Reliable RAN virtualization in shared platforms

G Garcia-Aviles, A Garcia-Saavedra… - Proceedings of the 27th …, 2021 - dl.acm.org
RAN virtualization will become a key technology for the last mile of next-generation mobile
networks driven by initiatives such as the O-RAN alliance. However, due to the computing …

OrchestRAN: Orchestrating network intelligence in the open RAN

S D'Oro, L Bonati, M Polese… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
The next generation of cellular networks will be characterized by softwarized, open, and
disaggregated architectures exposing analytics and control knobs to enable network …

Model-based reinforcement learning with kernels for resource allocation in RAN slices

JJ Alcaraz, F Losilla, A Zanella… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Network slicing is a key feature of 5G and beyond networks, allowing the deployment of
separate logical networks (network slices), sharing a common underlying physical …

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 …

AI/ML enabled automation system for software defined disaggregated open radio access networks: Transforming telecommunication business

S Kumar - Big Data Mining and Analytics, 2024 - ieeexplore.ieee.org
Open Air Interface (OAI) alliance recently introduced a new disaggregated Open Radio
Access Networks (O-RAN) framework for next generation telecommunications and networks …

EdgeBOL: a bayesian learning approach for the joint orchestration of vRANs and mobile edge AI

JA Ayala-Romero, A Garcia-Saavedra… - IEEE/ACM …, 2023 - ieeexplore.ieee.org
Future mobile networks need to support intelligent services which collect and process data
streams at the network edge, so as to offer real-time and accurate inferences to users …