Network slice reconfiguration by exploiting deep reinforcement learning with large action space

F Wei, G Feng, Y Sun, Y Wang, S Qin… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
It is widely acknowledged that network slicing can tackle the diverse usage scenarios and
connectivity services that the 5G-and-beyond system needs to support. To guarantee …

[PDF][PDF] Wireless communication research challenges for extended reality (XR)

IF Akyildiz, H Guo - ITU Journal on Future and Evolving Technologies, 2022 - itu.int
Abstract Ȃ Extended Reality (XR) is an umbrella term that includes Augmented Reality (AR),
Mixed Reality (MR), and Virtual Reality (VR). XR has a tremendous market size and will …

Overview of AI-based Algorithms for Network Slicing Resource Management in B5G and 6G

F Debbabi, J Rihab, L Chaari… - 2022 International …, 2022 - ieeexplore.ieee.org
We are now in the early stage of the Fifth Generation (5G) commercialization, and its
improved capabilities and unique features will revolutionize the present wireless network …

Web service slicing: Intra and inter-operational analysis to test changes

A Chaturvedi, D Binkley - IEEE Transactions on Services …, 2018 - ieeexplore.ieee.org
We introduce Web Service Slicing, a technique that captures a functional subset of a large-
scale web service using an interface slice captured as a WSDL slice (a subset of a service's …

A programmable and adaptive framework for 5G Network Slicing

S Seetharaman… - 2019 IEEE 2nd 5G World …, 2019 - ieeexplore.ieee.org
The dawn of 5G brings with it the promise of significantly higher throughput and much lower
latency delivered with high reliability by a softwarized and highly programmable network. 5G …

Capacity Planning for Virtual Resource Management in Network Slicing

R Challa, SM Raza, H Choo, S Kim - Proceedings of the 13th International …, 2019 - Springer
Network slicing is envisioned as one of the core enablers for 5G. It empowers service
providers to multiplex their physical infrastructure over multiple logical networks. Slice …