X Shen, J Gao, W Wu, K Lyu, M Li… - IEEE Open Journal …, 2020 - ieeexplore.ieee.org
… based architecture and explain why and where artificialintelligence (AI) should be incorporated into this architecture. Second, the motivation, research challenges, existing works, and …
… dynamic slicing problems in 6G. In view of this, we provide a tutorial on AIassisted 6G network slicing for network … service provisioning, aiming to show the prospect of 6G slicing and the …
… We also discuss the status of artificialintelligence and machinelearning related activities … The main contribution of this paper is to highlight the essential functions of networkslicing …
W Wu, C Zhou, M Li, H Wu, H Zhou… - IEEE Wireless …, 2022 - ieeexplore.ieee.org
… virtualization, and ubiquitous intelligence. This article … an artificial intelligence (AI)-native networkslicing architecture for 6G networks to enable the synergy of AI and network slicing, …
MH Abidi, H Alkhalefah, K Moiduddin, M Alazab… - Computer Standards & …, 2021 - Elsevier
… the networkslicing performance. This work aims to design an efficient networkslicing using a … weighted feature extraction (OWFE), and (c) Slicing classification. First, we collected the 5G …
R Singh, A Mehbodniya, JL Webber… - Wireless …, 2022 - Wiley Online Library
… situations and network traffic groups that are operating on the same networks using a network slicing architecture [4]. Because of networkslicing, it is possible to build many 5G networks …
… the flexibility to program the underlying networks. Taking advantage of SDN and NFV, network slicing [12] that allows multiple virtual networks to provide dedicated functionality specific …
B Han, HD Schotten - arXiv preprint arXiv:2001.07974, 2020 - arxiv.org
… the modern techniques of machinelearning and artificialintelligence are applied to assist … in networkslicing, namely the slice admission control and the cross-slice resource …
… 4a, we predict the network load of each networkslice based on the incoming connection and keep track of which output ‘networkslice’ is being utilized most. We then allocate incoming …