[HTML][HTML] Technology trends and challenges in SDN and service assurance for end-to-end network slicing

K Park, S Sung, H Kim, J Jung - Computer Networks, 2023 - Elsevier
Network slicing is a core technology to enable new services and solutions in 5G and
upcoming 6G communications https://www. overleaf. com/project …

Recent advances in machine learning for network automation in the o-ran

MQ Hamdan, H Lee, D Triantafyllopoulou, R Borralho… - Sensors, 2023 - mdpi.com
The evolution of network technologies has witnessed a paradigm shift toward open and
intelligent networks, with the Open Radio Access Network (O-RAN) architecture emerging as …

Programmable and customized intelligence for traffic steering in 5G networks using open RAN architectures

A Lacava, M Polese, R Sivaraj… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
5G and beyond mobile networks will support heterogeneous use cases at an
unprecedented scale, thus demanding automated control and optimization of network …

Towards the integration and convergence between 5G and TSN technologies and architectures for industrial communications: A survey

J Sasiain, D Franco, A Atutxa… - … Surveys & Tutorials, 2024 - ieeexplore.ieee.org
Communication networks are in constant evolution to adapt to the ever-changing demands
of modern services and applications. On the one hand, technologies within the framework of …

Survey on Machine Learning-Enabled Network Slicing: Covering the Entire Life Cycle

A Donatti, SL Correa, JSB Martins… - … on Network and …, 2023 - ieeexplore.ieee.org
Network slicing (NS) is becoming an essential element of service management and
orchestration in communication networks, starting from mobile cellular networks and …

ScalO-RAN: Energy-aware Network Intelligence Scaling in Open RAN

S Maxenti, S D'Oro, L Bonati, M Polese… - … -IEEE Conference on …, 2024 - ieeexplore.ieee.org
Network virtualization, software-defined infrastructure, and orchestration are pivotal
elements in contemporary networks, yielding new vectors for optimization and novel …

Evolutionary deep reinforcement learning for dynamic slice management in O-RAN

F Lotfi, O Semiari, F Afghah - 2022 IEEE Globecom Workshops …, 2022 - ieeexplore.ieee.org
The next-generation wireless networks are required to satisfy a variety of services and
criteria concurrently. To address upcoming strict criteria, a new open radio access network …

Moving towards open radio access networks with blockchain technologies

N Aryal, F Ghaffari, E Bertin… - 2023 5th Conference on …, 2023 - ieeexplore.ieee.org
The Open Radio Access Network (O-RAN) introduces openness and intelligence into the
existing, tightly-coupled RAN ecosystem. Openness promotes collaboration among various …

Securing O-RAN Open Interfaces

J Groen, S D'Oro, U Demir, L Bonati… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
The next generation of cellular networks will be characterized by openness, intelligence,
virtualization, and distributed computing. The Open Radio Access Network (Open RAN) …

Resource Management From Single-domain 5G to End-to-End 6G Network Slicing: A Survey

S Ebrahimi, F Bouali, OCL Haas - … Communications Surveys & …, 2024 - ieeexplore.ieee.org
Network Slicing (NS) is one of the pillars of the fifth/sixth generation (5G/6G) of mobile
networks. It provides the means for Mobile Network Operators (MNOs) to leverage physical …