Policy-gradient-based reinforcement learning for computing resources allocation in o-ran

M Sharara, T Pamuklu, S Hoteit… - 2022 IEEE 11th …, 2022 - ieeexplore.ieee.org
Open Radio Access Network (O-RAN) is a novel architecture aiming to disaggregate the
network components to reduce capital and operational costs and open the interfaces to …

Near Real-Time Data-Driven Control of Virtual Reality Traffic in Open Radio Access Network

A Casparsen, B Soret, JJ Nielsen… - … 2023-2023 IEEE …, 2023 - ieeexplore.ieee.org
In mobile networks, Open Radio Access Network (ORAN) provides a framework for
implementing network slicing that interacts with the resources at the lower layers. Both …

Reinforcement learning based model for maximizing operator's profit in open-ran

M Sharara, S Hoteit, V Vèque - NOMS 2023-2023 IEEE/IFIP …, 2023 - ieeexplore.ieee.org
Open Radio Access Network (O-RAN) is a novel architecture that enables the
disaggregation and the virtualization of network components. This would provide new ways …

Reinforcement learning for inter-operator sharing in open-ran

M Sharara, S Hoteit, V Vèque - IEEE INFOCOM 2024-IEEE Conference …, 2024 - hal.science
Towards Beyond 5G and 6G, Open Radio Access Network (Open-RAN) is a recent RAN
architecture that promotes the decoupling of RAN components, virtualization, open …

Experimental Study of Low-Latency Video Streaming in an ORAN Setup with Generative AI

A Casparsen, VP Bui, SR Pandey, JJ Nielsen… - arXiv preprint arXiv …, 2024 - arxiv.org
Video streaming services depend on the underlying communication infrastructure and
available network resources to offer ultra-low latency, high-quality content delivery. Open …

Less Revolution, More Evolution: Competitive Markets, Copper-Based Broadband Tech, and Lessons for the Future

A Deshpande, A Jones - IEEE Communications Magazine, 2023 - ieeexplore.ieee.org
This article examines the factors that led to the ascendance of copper-based broadband
technologies for delivering Internet connectivity in the United Kingdom. The outcome for …

Resource Allocation in Future Radio Access Networks

M Sharara - 2023 - theses.hal.science
This dissertation considers radio and computing resource allocation in future radio access
networks and more precisely Cloud Radio Access Network (Cloud-RAN) and Open Radio …

Policy-Gradient-Based Reinforcement Learning for Maximizing Operator's Profit in Open-Ran

M Sharara, S Hoteit, Y Carlinet, AM Masucci… - Available at SSRN … - papers.ssrn.com
Abstract Open Radio Access Network (O-RAN) is a novel architecture that enables the
disaggregation and the virtualization of network components. This would provide new ways …

СЕТИ РАДИОДОСТУПА НОВОГО ПОКОЛЕНИЯ

АМ Стадник, КА Павловская - … ТЕХНОЛОГИЧЕСКИХ ОБЪЕКТОВ И …, 2023 - elibrary.ru
На сегодняшний день, с началом 21-го века, в мире наблюдается переход
человечества к глобальному информационному обществу, в котором роль и значение …