Federated learning-empowered mobile network management for 5G and beyond networks: From access to core

J Lee, F Solat, TY Kim, HV Poor - … Communications Surveys & …, 2024 - ieeexplore.ieee.org
The fifth generation (5G) and beyond wireless networks are envisioned to provide an
integrated communication and computing platform that will enable multipurpose and …

Orchestration in the Cloud-to-Things compute continuum: taxonomy, survey and future directions

A Ullah, T Kiss, J Kovács, F Tusa, J Deslauriers… - Journal of Cloud …, 2023 - Springer
IoT systems are becoming an essential part of our environment. Smart cities, smart
manufacturing, augmented reality, and self-driving cars are just some examples of the wide …

Content-aware network traffic prediction framework for quality of service-aware dynamic network resource management

WA Aziz, II Ioannou, M Lestas, HK Qureshi… - IEEE …, 2023 - ieeexplore.ieee.org
Next-generation mobile networks, such as Fifth-Generation (5G), and Sixth-Generation (6G)
are envisioned to undergo an unprecedented transformation from connected things to …

A Survey on Recent Applications of Artificial Intelligence and Optimization for Smart Grids in Smart Manufacturing

CC Hsu, BH Jiang, CC Lin - Energies, 2023 - mdpi.com
To enable highly automated manufacturing and net-zero carbon emissions, manufacturers
have invested heavily in smart manufacturing. Sustainable and smart manufacturing …

[HTML][HTML] Privacy-preserving data dissemination scheme based on Searchable Encryption, publish–subscribe model, and edge computing

I Huso, D Sparapano, G Piro, G Boggia - Computer Communications, 2023 - Elsevier
Abstract Attribute-based Searchable Encryption is emerging as a promising cryptographic
technique supporting data protection, flexible access control, and keyword search over …

5G core network control plane: Network security challenges and solution requirements

R Patil, Z Tian, M Gurusamy, J McCloud - Computer Communications, 2024 - Elsevier
The control plane of the 5G Core Network (5GCN) is essential for ensuring reliable and high-
performance 5G communication. It provides critical network services such as authentication …

[HTML][HTML] A novel heterogenous ensemble theory for symmetric 5G cells segmentation: Intelligent RAN analytics

JNM Dahj, KA Ogudo, L Boonzaaier - International Journal of Intelligent …, 2023 - Elsevier
MNOs are investing more in 5G, rolling out sites in urban and specific rural areas.
Meanwhile, it remains imperative to consistently maintain the network performance above a …

Vinia: Voice-enabled intent-based networking for industrial automation

R Barbosa, J Fonseca, M Araújo… - Computer Science and …, 2024 - doiserbia.nb.rs
Intent Based Networking (IBN) is a promising approach for automating and managing large
and complex networks. Integrating Voice-enabled Virtual Assistants (VVAs) with IBN and …

HERO: Holistic Envisioned Reinforcement Learning Multi-Domain Orchestration with Latent ODE

P Rajabzadeh, A Outtagarts… - IEEE Consumer …, 2025 - inria.hal.science
6G promises E2E cross domains continuous intelligence to optimize resource management
and orchestration. However, state-of-the-art methods fall short in providing promised reliable …

The journey from 5G towards 6G

T Dagiuklas - 2023 8th International Symposium on Electrical …, 2023 - ieeexplore.ieee.org
This paper gives an overview of the journey from 5G towards 6G evolution. The 5G has been
built across three main application verticals as defined by ITU, namely: Enhanced Mobile …