[PDF][PDF] THESIS TITLE: Optimizing 5G Network: A deep learning approach to network slicing

M Patel - 2024 - scholarworks.calstate.edu
The evolution of cellular communications to 5G networks demands high-reliability standards,
ultra-low latency, increased capacity, enhanced security, and high-speed connectivity. As …

DeepSlice: A deep learning approach towards an efficient and reliable network slicing in 5G networks

A Thantharate, R Paropkari, V Walunj… - 2019 IEEE 10th …, 2019 - ieeexplore.ieee.org
Existing cellular communications and the upcoming 5G mobile network requires meeting
high-reliability standards, very low latency, higher capacity, more security, and high-speed …

[PDF][PDF] Network Slicing for Beyond 5G Systems: An Overview of the Smart Port Use Case. Electronics 2021, 10, 1090

RM Sohaib, O Onireti, Y Sambo, MA Imran - 2021 - academia.edu
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 …

Network Slicing for 5G Networks and Beyond

Q Ye, W Wu - … , Computing, and Control for Ubiquitous Intelligence, 2022 - Springer
In this chapter, we present a comprehensive end-to-end (E2E) network slicing framework for
fifth-generation (5G) wireless and core networks and provide our vision on network slicing …

5.4 Machine Learning-Enabled 5G Network Slicing

C Bektas, F Kurtz, D Overbeck… - Machine Learning under …, 2022 - books.google.com
In this contribution, the different parts of the end-to-end network slicing concept are
presented, including the Core Network (CN) and the Radio Access Network (RAN), while …

IBNSlicing: Intent-based network slicing framework for 5G networks using deep learning

K Abbas, M Afaq, TA Khan… - 2020 21st Asia …, 2020 - ieeexplore.ieee.org
Network slicing is an important pillar of 5G networks that empowers the network operators to
provide the different quality of services (QoS) to the users. It enables network operators to …

Systematic Review of Network Slicing Resource Management in 5G

AM Elbaz, HK Aslan, IT Abdel-Halim - International Conference on …, 2023 - Springer
This chapter provides a comprehensive analysis of the management of network slicing
resources in 5G networks, with a specific emphasis on scholarly works published from 2019 …

Network slicing for 5G networks

X Costa-Pérez, A Garcia-Saavedra… - 5G Networks …, 2018 - books.google.com
Mobile networks are a key element of today's society, enabling communication, access, and
information sharing. Moreover, traffic forecasts predict that the demand for capacity will grow …

[HTML][HTML] 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 …

Network Slicing in Software DefinedNetworking for 5G

M Odida - 2024 - researchsquare.com
Network slicing stands out as a crucial feature of software-defined networks (SDN), playing a
pivotal role in the deployment of 5G networks amid the current era of technological …