Understanding O-RAN: Architecture, interfaces, algorithms, security, and research challenges

M Polese, L Bonati, S D'oro, S Basagni… - … Surveys & Tutorials, 2023 - ieeexplore.ieee.org
The Open Radio Access Network (RAN) and its embodiment through the O-RAN Alliance
specifications are poised to revolutionize the telecom ecosystem. O-RAN promotes …

A survey on deep learning for cybersecurity: Progress, challenges, and opportunities

M Macas, C Wu, W Fuertes - Computer Networks, 2022 - Elsevier
As the number of Internet-connected systems rises, cyber analysts find it increasingly difficult
to effectively monitor the produced volume of data, its velocity and diversity. Signature-based …

Intelligence and learning in O-RAN for data-driven NextG cellular networks

L Bonati, S D'Oro, M Polese, S Basagni… - IEEE …, 2021 - ieeexplore.ieee.org
Next generation (NextG) cellular networks will be natively cloud-based and built on
programmable, virtualized, and disaggregated architectures. The separation of control …

Open, programmable, and virtualized 5G networks: State-of-the-art and the road ahead

L Bonati, M Polese, S D'Oro, S Basagni, T Melodia - Computer Networks, 2020 - Elsevier
Fifth generation (5G) cellular networks will serve a wide variety of heterogeneous use cases,
including mobile broadband users, ultra-low latency services and massively dense …

5G campus networks: A first measurement study

J Rischke, P Sossalla, S Itting, FHP Fitzek… - IEEE …, 2021 - ieeexplore.ieee.org
A 5G campus network is a 5G network for the users affiliated with the campus organization,
eg, an industrial campus, covering a prescribed geographical area. A 5G campus network …

Wi-Fi meets ML: A survey on improving IEEE 802.11 performance with machine learning

S Szott, K Kosek-Szott, P Gawłowicz… - … Surveys & Tutorials, 2022 - ieeexplore.ieee.org
Wireless local area networks (WLANs) empowered by IEEE 802.11 (Wi-Fi) hold a dominant
position in providing Internet access thanks to their freedom of deployment and configuration …

Elf: accelerate high-resolution mobile deep vision with content-aware parallel offloading

W Zhang, Z He, L Liu, Z Jia, Y Liu, M Gruteser… - Proceedings of the 27th …, 2021 - dl.acm.org
As mobile devices continuously generate streams of images and videos, a new class of
mobile deep vision applications are rapidly emerging, which usually involve running deep …

POWDER: Platform for open wireless data-driven experimental research

J Breen, A Buffmire, J Duerig, K Dutt, E Eide… - Proceedings of the 14th …, 2020 - dl.acm.org
This paper provides an overview of the Platform for Open Wireless Data-driven Experimental
Research (POWDER). POWDER is a city-scale, remotely accessible, end-to-end software …

OpenRAN Gym: AI/ML development, data collection, and testing for O-RAN on PAWR platforms

L Bonati, M Polese, S D'Oro, S Basagni, T Melodia - Computer Networks, 2023 - Elsevier
Abstract Open Radio Access Network (RAN) architectures will enable interoperability,
openness and programmable data-driven control in next generation cellular networks …

Colosseum: The open RAN digital twin

M Polese, L Bonati, S D'Oro, P Johari… - IEEE Open Journal …, 2024 - ieeexplore.ieee.org
Recent years have witnessed the Open Radio Access Network (RAN) paradigm
transforming the fundamental ways cellular systems are deployed, managed, and optimized …