Highly accurate and reliable wireless network slicing in 5th generation networks: a hybrid deep learning approach

S Khan, S Khan, Y Ali, M Khalid, Z Ullah… - Journal of Network and …, 2022 - Springer
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 …

Dynamic network slicing for 5G IoT and eMBB services: A new design with prototype and implementation results

S Costanzo, I Fajjari, N Aitsaadi… - 2018 3rd Cloudification …, 2018 - ieeexplore.ieee.org
Recent progress in sensor and communications have opened the road for the ever-growing
development of Internet of Things (IoT) services, where a massive number of devices require …

Deep reinforcement learning approaches to network slice scaling and placement: A survey

N Saha, M Zangooei, M Golkarifard… - IEEE Communications …, 2023 - ieeexplore.ieee.org
Network slicing in 5G and beyond networks allows the network to be customized for each
application or service by chaining together different virtualized network functions (VNFs) …

Realizing dynamic network slice resource management based on SDN networks

JJ Chen, MH Tsai, L Zhao, WC Chang… - … computing and its …, 2019 - ieeexplore.ieee.org
It is expected that the concept of Internet of everything will be realized in 2020 because of
the coming of the 5G wireless communication technology. Internet of Things (IoT) services in …

Dynamic slicing reconfiguration for virtualized 5G networks using ML forecasting of computing capacity

JS Camargo, E Coronado, W Ramirez, D Camps… - Computer Networks, 2023 - Elsevier
As 5G deployments continue to increase worldwide, new applications can fully leverage the
exceptional features of the emerging mobile networks. Ultra-Reliable Low Latency …

Integration of network slicing and machine learning into edge networks for low-latency services in 5G and beyond systems

A Domeke, B Cimoli, IT Monroy - Applied Sciences, 2022 - mdpi.com
Fifth-generation (5G) and beyond networks are envisioned to serve multiple emerging
applications having diverse and strict quality of service (QoS) requirements. To meet ultra …

An experimental 5g testbed for secure network slicing evaluation

HA Kholidy, A Karam, JH Reed… - 2022 IEEE Future …, 2022 - ieeexplore.ieee.org
Network slicing is a key feature of 5G that enables network operators to physically segregate
traffic on different radio networks, slice a single network, or combine the capacity of multiple …

How to create a network slice?-A 5G core network perspective

W Lee, T Na, J Kim - 2019 21st international conference on …, 2019 - ieeexplore.ieee.org
Initially, the 5G system architecture is required with very diverse and extreme requirements.
These requirements related with four main mega trends. Those are the explosion of date …

Network slicing for beyond 5G systems: An overview of the smart port use case

RM Sohaib, O Onireti, Y Sambo, MA Imran - Electronics, 2021 - mdpi.com
As the idea of a new wireless communication standard (5G) started to circulate around the
world, there was much speculation regarding its performance, making it necessary to carry …

AI-native network slicing for 6G networks

W Wu, C Zhou, M Li, H Wu, H Zhou… - IEEE Wireless …, 2022 - ieeexplore.ieee.org
With the global rollout of fifth generation (5G) networks, it is necessary to look beyond 5G
and envision 6G networks. 6G networks are expected to have space-air-ground integrated …