AI-empowered virtual network embedding: a comprehensive survey
For the challenges posed by Internet rigidity, network virtualization (NV) technology emerges
as a pivotal approach, imparting diversity, resilience, and scalability to the evolution of new …
as a pivotal approach, imparting diversity, resilience, and scalability to the evolution of new …
[HTML][HTML] Technology trends and challenges in SDN and service assurance for end-to-end network slicing
Network slicing is a core technology to enable new services and solutions in 5G and
upcoming 6G communications https://www. overleaf. com/project …
upcoming 6G communications https://www. overleaf. com/project …
Maximize the long-term average revenue of network slice provider via admission control among heterogeneous slices
Network slicing endows 5G/B5G with differentiated and customized capabilities to cope with
the proliferation of diversified services, whereas limited physical network resources may not …
the proliferation of diversified services, whereas limited physical network resources may not …
PSACCF: Prioritized online slice admission control considering fairness in 5G/B5G networks
5G/B5G is intended to support various services with the assistance of network slices, and
each slice requires adequate resources to provide the prenegotiated service quality. The …
each slice requires adequate resources to provide the prenegotiated service quality. The …
Intelligent-slicing: An AI-assisted network slicing framework for 5G-and-beyond networks
AA Abdellatif, A Abo-Eleneen… - … on Network and …, 2023 - ieeexplore.ieee.org
5G-and-beyond networks are designed to fulfill the communication and computation
requirements of various industries, which requires not only transporting the data, but also …
requirements of various industries, which requires not only transporting the data, but also …
Digital twin-assisted flexible slice admission control for 5G core network: A deep reinforcement learning approach
Abstract 5G core network slicing is an important component of 5G end-to-end slicing, which
divides the physical network into multiple logical networks to handle various critical service …
divides the physical network into multiple logical networks to handle various critical service …
Three-layer data center-based intelligent slice admission control algorithm for C-RAN using approximate reinforcement learning
M Khani, S Jamali, MK Sohrabi - Cluster Computing, 2024 - Springer
Abstract C-RAN (Cloud Radio Access Network) is a 5G architecture that consists of sites and
three-layer Data Centers (DCs), which include the central office DC, local DC, and regional …
three-layer Data Centers (DCs), which include the central office DC, local DC, and regional …
DRL-Based Slice Admission Using Overbooking in 5G Networks
S Saxena, KM Sivalingam - IEEE Open Journal of the …, 2022 - ieeexplore.ieee.org
In 5G-and-beyond networks, the concept of Network Slicing is used to support multiple
independent and co-existing logical networks on a physical network infrastructure. The …
independent and co-existing logical networks on a physical network infrastructure. The …
Digital twin assisted deep reinforcement learning for online optimization of network slicing admission control
The proliferation of diverse network services in 5G and beyond networks has led to the
emergence of network slicing technologies. Among these, admission control plays a crucial …
emergence of network slicing technologies. Among these, admission control plays a crucial …
On the feasibility of using an autonomic control loop and automated planning for tenant-oriented reconfiguration of network slices
A Rodriguez-Vivas, OM Caicedo, JC Nobre… - Expert Systems with …, 2024 - Elsevier
In 5G, 6G and beyond networks, tenants need capabilities to reconfigure network slices
since they must react quickly to changing network conditions and end-users' demands to …
since they must react quickly to changing network conditions and end-users' demands to …