Admission control for 5G core network slicing based on deep reinforcement learning
WF Villota-Jacome, OMC Rendon… - IEEE Systems …, 2022 - ieeexplore.ieee.org
Network slicing is a promising technology for providing customized logical and virtualized
networks for the fifth-generation (5G) use-cases (enhanced mobile broadband, ultrareliable …
networks for the fifth-generation (5G) use-cases (enhanced mobile broadband, ultrareliable …
Survey on network slicing for Internet of Things realization in 5G networks
S Wijethilaka, M Liyanage - IEEE Communications Surveys & …, 2021 - ieeexplore.ieee.org
Internet of Things (IoT) is an emerging technology that makes people's lives smart by
conquering a plethora of diverse application and service areas. In near future, the fifth …
conquering a plethora of diverse application and service areas. In near future, the fifth …
End-to-end network slicing enabled through network function virtualization
Wireless networks have gone through several years of evolution until now and will continue
to do so in order to cater for the varying needs of users. These demands are expected to …
to do so in order to cater for the varying needs of users. These demands are expected to …
A cloud-based SDN/NFV testbed for end-to-end network slicing in 4G/5G
A Esmaeily, K Kralevska… - 2020 6th IEEE Conference …, 2020 - ieeexplore.ieee.org
Network slicing aims to shape 5G as a flexible, scalable, and demand-oriented network.
Research communities deploy small-scale and cost-efficient testbeds in order to evaluate …
Research communities deploy small-scale and cost-efficient testbeds in order to evaluate …
Safeguard network slicing in 5G: A learning augmented optimization approach
Network slicing, as a key 5G enabling technology, is promising to support with more
flexibility, agility, and intelligence towards the provisioned services and infrastructure …
flexibility, agility, and intelligence towards the provisioned services and infrastructure …
Harris Hawks optimization based hybrid deep learning model for efficient network slicing in 5G network
Newly devised fifth-generation (5G) and sixth-generation (6G) networks next-generation
networks are extremely secure, low latency, dependable, and versatile. These next …
networks are extremely secure, low latency, dependable, and versatile. These next …
Learn to improve: A novel deep reinforcement learning approach for beyond 5G network slicing
A Rkhami, Y Hadjadj-Aoul… - 2021 IEEE 18th Annual …, 2021 - ieeexplore.ieee.org
Network slicing remains one of the key technologies in 5G and beyond 5G networks (B5G).
By leveraging SDN and NVF techniques, it enables the coexistence of several …
By leveraging SDN and NVF techniques, it enables the coexistence of several …
Admission and congestion control for 5G network slicing
Network Slicing has been widely accepted as essential feature of future 5 th Generation (5G)
mobile communication networks. Accounting the potentially dense demand of network slices …
mobile communication networks. Accounting the potentially dense demand of network slices …
Resource allocation scheme in 5G network slices
M Dighriri, ASD Alfoudi, GM Lee… - 2018 32nd …, 2018 - ieeexplore.ieee.org
5G mobile network is predictable to assist flexible requirements henceforth dynamically
allocate network resources according to the demands. Network slicing, where network …
allocate network resources according to the demands. Network slicing, where network …
[HTML][HTML] Highly accurate and reliable wireless network slicing in 5th generation networks: a hybrid deep learning approach
In current era, the next generation networks like 5th generation (5G) and 6th generation (6G)
networks requires high security, low latency with a high reliable standards and capacity. In …
networks requires high security, low latency with a high reliable standards and capacity. In …