An in-depth survey on virtualization technologies in 6g integrated terrestrial and non-terrestrial networks

S Ammar, CP Lau, B Shihada - IEEE Open Journal of the …, 2024 - ieeexplore.ieee.org
6G networks are envisioned to deliver a large diversity of applications and meet stringent
Quality of Service (QoS) requirements. Hence, integrated Terrestrial and Non-Terrestrial …

SARM: service function chain active reconfiguration mechanism based on load and demand prediction

J Cai, K Qian, J Luo, K Zhu - International Journal of Intelligent …, 2022 - Wiley Online Library
Network function virtualization is a promising technology for providing personalized services
via agile service function chains (SFCs). Flexible SFC orchestration and rational resource …

[PDF][PDF] An In-Depth Survey on

S Ammar, CP Lau, B Shihada - IEEE Open Journal of the …, 2024 - repository.kaust.edu.sa
ABSTRACT 6G networks are envisioned to deliver a large diversity of applications and meet
stringent Quality of Service (QoS) requirements. Hence, integrated Terrestrial and Non …

Autonomous intelligent VNF profiling for future intelligent network orchestration

N Ferdosian, S Moazzeni, P Jaisudthi… - … Machine Learning in …, 2023 - ieeexplore.ieee.org
In this article, we propose a profile-based data-driven analysis framework to extract and
analyze the characteristics and behavior of virtualized network functions (VNFs) in …

An SDN-based solution for horizontal auto-scaling and load balancing of transparent VNF clusters

A Llorens-Carrodeguas, I Leyva-Pupo… - Sensors, 2021 - mdpi.com
This paper studies the problem of the dynamic scaling and load balancing of transparent
virtualized network functions (VNFs). It analyzes different particularities of this problem, such …

Zero-touch network orchestration at the edge

R Nejabati, S Moazzeni, P Jaisudthi… - 2021 International …, 2021 - ieeexplore.ieee.org
In this paper, we present a zero-touch network orchestrator to autonomously provide an end-
to-end orchestration platform to orchestrate, monitor, and profile network services …

Intent‐Based Network Configuration Using Large Language Models

N Tu, S Nam, JWK Hong - International Journal of Network …, 2025 - Wiley Online Library
The increasing scale and complexity of network infrastructure present a huge challenge for
network operators and administrators in performing network configuration and management …

EdgeDQN: Multiple SFC placement in edge computing environment

S Pandey, T Van Nguyen, JH Yoo… - 2021 17th International …, 2021 - ieeexplore.ieee.org
Network Function Virtualization (NFV) and service orchestration has simplified the Service
Function Chain management (SFC) tasks, while the edge cloud infrastructure has reduced …

KSN: Modeling and simulation of knowledge using machine learning in NFV/SDN-based networks

R Nikbazm, M Ahmadi - Simulation Modelling Practice and Theory, 2022 - Elsevier
The rapid advancement of networking and computing technologies has led to the
emergence of a wide range of diverse dynamic network services that present networks with …

Towards intent-based configuration for network function virtualization using in-context learning in large language models

N Van Tu, JH Yoo, JWK Hong - NOMS 2024-2024 IEEE …, 2024 - ieeexplore.ieee.org
Network Function Virtualization (NFV) enables the execution of Virtual Network Functions
(VNFs) on standard commodity servers. This brings flexibility, allowing for the rapid …