Network slicing meets artificial intelligence: An AI-based framework for slice management

D Bega, M Gramaglia… - IEEE …, 2020 - ieeexplore.ieee.org
… intelligence (AI) in the network. We outline a general framework for AI-based network slice
management, introducing AI in the different phases of the slice life cycle, from admission …

An overview of network slicing for 5G

S Zhang - IEEE Wireless Communications, 2019 - ieeexplore.ieee.org
… of 5G network slicing. We first present the driving forces and the concept of network slicing.
network slicing by enabling flexible slice creation on shared physical resources. Traditional …

Slice management for quality of service differentiation in wireless network slicing

N An, Y Kim, J Park, DH Kwon, H Lim - Sensors, 2019 - mdpi.com
… the actual bandwidths of slices and degrades their QoS. In this paper, we propose a slice
management scheme that mitigates the interference imposed on each slice according to their …

Network slicing based 5G and future mobile networks: Mobility, resource management, and challenges

H Zhang, N Liu, X Chu, K Long… - IEEE …, 2017 - ieeexplore.ieee.org
… cated to logical network slices according to … management mechanism under network slicing
for customized service scenarios. There are two main procedures in mobility management: …

Network slicing management & prioritization in 5G mobile systems

M Jiang, M Condoluci… - European wireless 2016; …, 2016 - ieeexplore.ieee.org
slices, and the effective provisioning of network slicing poses several challenges. Indeed,
network slicing … for the simultaneous management of the priority among different slices (ie, inter…

An efficient resource management mechanism for network slicing in a LTE network

ASD Alfoudi, SHS Newaz, A Otebolaku, GM Lee… - IEEE …, 2019 - ieeexplore.ieee.org
… users in a slice. In this paper, we propose a Network Slicing Resource Management (NSRM) …
, we consider that in an LTE network there are three slices (slice A, slice B and slice C), as …

A comprehensive survey on the E2E 5G network slicing model

M Chahbar, G Diaz, A Dandoush… - … Management, 2020 - ieeexplore.ieee.org
… clarifies the basic E2E network slicing functionality before diving deep … network slicing is
proposed as a key feature that allows multiple dedicated virtual networks, called network slices

A survey and an analysis of network slicing in 5G networks

A Kaloxylos - IEEE Communications Standards Magazine, 2018 - ieeexplore.ieee.org
… tion details of a slice are captured in the so-called network slice template. Essentially, with
network slicing an operator can deploy multiple logical networks over the same physical …

Machine learning for network slicing resource management: A comprehensive survey

B Han, HD Schotten - arXiv preprint arXiv:2001.07974, 2020 - arxiv.org
… -tenancy business case where network slices are provided as a public … management in
network slicing, namely the slice admission control and the cross-slice resource management, …

Deep reinforcement learning for resource management in network slicing

R Li, Z Zhao, Q Sun, I Chih-Lin, C Yang, X Chen… - IEEE …, 2018 - ieeexplore.ieee.org
… typical resource management for network slicing scenarios, which include radio resource …
new slices: the success of network slicing implies a dynamic and agile slice management