Optimizing data transmission in 6G software defined networks using deep reinforcement learning for next generation of virtual environments

KM Naguib, II Ibrahim, MM Elmessalawy… - Scientific Reports, 2024 - nature.com
Abstract Data transmission of Virtual Reality (VR) plays an important role in delivering a
powerful VR experience. This increasing demand on both high bandwidth and low latency …

Contention-Based mMTC/URLLC Coexistence Through Coded Random Access and Massive MIMO

L Valentini, E Bernardi, F Saggese… - IEEE Journal of …, 2024 - ieeexplore.ieee.org
Radio access network slicing is considered a key feature in next-generation multiple access.
In this paper, we investigate the coexistence between massive machine-type communication …

AI-Based E2E Resilient and Proactive Resource Management in Slice-Enabled 6 G Networks

A Nouruzi, N Mokari, P Azmi… - … on Network Science …, 2025 - ieeexplore.ieee.org
Intelligence and flexibility are the two main requirements for next-generation networks that
can be implemented in network slicing (NetS) technology. This intelligence and flexibility …

Hybrid Blockchain-Based Multi-Operator Resource Sharing and SLA Management

ST Muntaha, QZ Ahmed, FA Khan… - IEEE Open Journal of …, 2024 - ieeexplore.ieee.org
We propose a hybrid blockchain-based framework for multi-operator resource sharing and
SLA management in 5G Standalone (5GSA) networks. Leveraging Hyperledger Fabric …

Efficient Online Slice Admission Control Scheme in Next Generation Networks

SO Yese, S Berri, A Chorti - IEEE Networking Letters, 2024 - ieeexplore.ieee.org
This letter proposes a slice admission control scheme to maximize profit and resource
utilization. It considers an online scenario where the infrastructure provider (InP) does not …

Federated learning framework for prediction based load distribution in 5G network slicing

N Dutta, SP Patole, R Mahadeva… - Proceedings of the 2024 …, 2024 - dl.acm.org
The 5G technology brings transformative changes across sectors like healthcare,
automotive, and entertainment by integrating massive IoT networks and supporting dense …

Network Slicing and NOMA Enabled Mobile Edge Computing for Next-Generation Networks

MA Hossain - 2024 - search.proquest.com
The advent of next-generation wireless networks ushers in a new era of potential,
harnessing cutting-edge technologies like mobile edge computing (MEC), non-orthogonal …

A fuzzy reputation system for Radio Access Network sharing

PM Lechevalier, R Ludinard, Y Busnel… - The 22nd International …, 2024 - hal.science
5G network slicing allows the coexistence of multiple virtualized networks on the same
infrastructure. Leveraging this concept, it becomes possible to create marketplaces where …