Drive: Dynamic resource introspection and vnf embedding for 5g using machine learning
The network slicing (NS) technique is comprehensively reshaping the next-generation
communication networks (eg, 5G and 6G). Software-defined networking (SDN) and network …
communication networks (eg, 5G and 6G). Software-defined networking (SDN) and network …
Adaptive interference-aware VNF placement for service-customized 5G network slices
Based on network function virtualization (NFV) and software defined network (SDN), network
slicing is proposed as a new paradigm for building service-customized 5G network. In each …
slicing is proposed as a new paradigm for building service-customized 5G network. In each …
A reinforcement learning based approach for 5G network slicing across multiple domains
G Kibalya, J Serrat, JL Gorricho… - … on Network and …, 2019 - ieeexplore.ieee.org
Network Function Virtualization (NFV) and Machine Learning (ML) are envisioned as
possible techniques for the realization of a flexible and adaptive 5G network. ML will provide …
possible techniques for the realization of a flexible and adaptive 5G network. ML will provide …
Online adaptive interference-aware VNF deployment and migration for 5G network slice
Based on network function virtualization (NFV) and software defined network (SDN), network
slicing is proposed as a new paradigm for building service-customized 5G network. In each …
slicing is proposed as a new paradigm for building service-customized 5G network. In each …
Meta Relational Learning-Based Service-Tailored VNF Deployment for B5G Network Slice
Z Xu, L Zhuang, W Zhuang, Y Hu… - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
To bring 5G systems and networks to life in large-scale commercial applications, academia
community has started the research beyond 5G (B5G), in which network slicing (NS) is …
community has started the research beyond 5G (B5G), in which network slicing (NS) is …
Optimization model for cross-domain network slices in 5G networks
Network Slicing (NS) is a key enabler of the upcoming 5G and beyond system, leveraging
on both Network Function Virtualization (NFV) and Software Defined Networking (SDN), NS …
on both Network Function Virtualization (NFV) and Software Defined Networking (SDN), NS …
VNF-Enabled 5G Network Orchestration Framework for Slice Creation, Isolation and Management
T Srinivasan, S Venkatapathy, HG Jo, IH Ra - Journal of Sensor and …, 2023 - mdpi.com
Network slicing is widely regarded as the most critical technique for allocating network
resources to varied user needs in 5G networks. A Software Defined Networking (SDN) and …
resources to varied user needs in 5G networks. A Software Defined Networking (SDN) and …
Network slicing in virtualized 5G Core with VNF sharing
Through multiplexing separate virtual networks on the same network infrastructure, network
slicing will lead to customization, scalability, flexibility, and isolation of services in different …
slicing will lead to customization, scalability, flexibility, and isolation of services in different …
Dynamic network slice scaling assisted by attention-based prediction in 5g core network
Network slicing is a key technology in fifth-generation (5G) networks that allows network
operators to create multiple logical networks over a shared physical infrastructure to meet …
operators to create multiple logical networks over a shared physical infrastructure to meet …
Novel NFV aware network service for intelligent network slicing based on squatting-kicking model
A El-Mekkawi, X Hesselbach, JR Piney - IEEE access, 2020 - ieeexplore.ieee.org
Future networks starting from 5G will depend on network slicing to meet a wide range of
network services (NSs) with various quality of service (QoS) requirements. With the powerful …
network services (NSs) with various quality of service (QoS) requirements. With the powerful …