Inter-slice radio resource allocation: An online convex optimization approach
T Wang, S Wang - IEEE Wireless Communications, 2021 - ieeexplore.ieee.org
Inter-slice radio resource allocation (IS-RRA) is a new layer of radio resource management
introduced by network slicing in 5G and beyond mobile communication systems. Instead of …
introduced by network slicing in 5G and beyond mobile communication systems. Instead of …
Online convex optimization for efficient and robust inter-slice radio resource management
T Wang, S Wang - IEEE Transactions on Communications, 2021 - ieeexplore.ieee.org
Radio access network (RAN) slicing is one of the key technologies in 5G and beyond mobile
networks, where multiple logical subnets, ie, RAN slices, are allowed to run on top of the …
networks, where multiple logical subnets, ie, RAN slices, are allowed to run on top of the …
Inter-slice radio resource management via online convex optimization
T Wang, W Yu, S Wang - ICC 2021-IEEE International …, 2021 - ieeexplore.ieee.org
Radio access network (RAN) slicing is one of the key technologies in 5G and beyond mobile
networks, where multiple logical RANs, also referred to as RAN slices, are allowed to run on …
networks, where multiple logical RANs, also referred to as RAN slices, are allowed to run on …
Machine learning-assisted cross-slice radio resource optimization: Implementation framework and algorithmic solution
RA Ferrús Ferré, J Pérez Romero… - ITU journal on …, 2020 - upcommons.upc.edu
Network slicing is a central feature in 5G and beyond systems to allow operators to
customize their networks for different applications and customers. With network slicing …
customize their networks for different applications and customers. With network slicing …
Elastic slice-aware radio resource management with AI-traffic prediction
Network virtualisation and network slicing are the two essential innovations in the next
generation of mobile networks also known as the 5G networks. Based on these innovations …
generation of mobile networks also known as the 5G networks. Based on these innovations …
User access control and bandwidth allocation for slice-based 5G-and-beyond radio access networks
In this paper, we investigate the resource management for radio access network slicing from
user access control and wireless bandwidth allocation perspectives. First, to guarantee …
user access control and wireless bandwidth allocation perspectives. First, to guarantee …
Intelligent resource scheduling for 5G radio access network slicing
It is widely acknowledged that network slicing can tackle the diverse use cases and
connectivity services of the forthcoming next-generation mobile networks (5G). Resource …
connectivity services of the forthcoming next-generation mobile networks (5G). Resource …
Slice scheduling with QoS-guarantee towards 5G
Future mobile networks are supposed to handle a variety of services with different
requirements. Network slicing is considered to be a key enabler to cope with the increasing …
requirements. Network slicing is considered to be a key enabler to cope with the increasing …
Isolation-based sub-slices for throughput optimization in 5G radio access network
S Ravindran, S Chaudhuri, J Bapat… - 2019 IEEE International …, 2019 - ieeexplore.ieee.org
In 5G network slicing, ensuring strict isolation and guaranteeing service throughput are
essential requirements. Isolation in radio access network (RAN) enables abstraction of …
essential requirements. Isolation in radio access network (RAN) enables abstraction of …
Intent-aware radio resource scheduling in a ran slicing scenario using reinforcement learning
Network slicing at the radio access network (RAN) domain, called RAN slicing, requires
elasticity, efficient resource sharing, and customization. In this scenario, radio resource …
elasticity, efficient resource sharing, and customization. In this scenario, radio resource …