[图书][B] Adaptive Data-Driven Optimization Using Transfer Learning for Resilient, Energy-Efficient, Resource-Aware, and Secure Network Slicing in 5G-Advanced and …

A Thantharate - 2022 - search.proquest.com
Abstract 5G–Advanced is the next step in the evolution of the fifth–generation (5G)
technology. It will introduce a new level of expanded capabilities beyond connections and …

Chameleon federated learning for energy-efficient network slicing in beyond 5G systems

A Thantharate - Green Machine Learning Protocols for Future …, 2023 - books.google.com
The fifth-generation new radio (5G NR) is a wireless communication standard that supports
various services with different requirements using logically isolated networks called …

Machine learning algorithms for 6G wireless networks: a survey

A Patil, S Iyer, RJ Pandya - … Security Practices for the Internet of …, 2022 - igi-global.com
Over the past decade, in view of minimizing network expenditures, optimizing network
performance, and building new revenue streams, wireless technology has been integrated …

Intelligent Network Optimisation for Beyond 5G Networks Considering Packet Drop Rate

H Mahmoud, A Aneiba, Z He, F Tong… - 2024 IEEE …, 2024 - ieeexplore.ieee.org
To meet the growing expectations for fast and dependable connectivity, Novel approaches
such as reinforcement learning-based resource allocation and network slicing are essential …

[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 …

Overview of AI-based Algorithms for Network Slicing Resource Management in B5G and 6G

F Debbabi, J Rihab, L Chaari… - 2022 International …, 2022 - ieeexplore.ieee.org
We are now in the early stage of the Fifth Generation (5G) commercialization, and its
improved capabilities and unique features will revolutionize the present wireless network …

Enhancing network slicing architectures with machine learning, security, sustainability and experimental networks integration

JSB Martins, TC Carvalho, R Moreira, CB Both… - IEEE …, 2023 - ieeexplore.ieee.org
Network Slicing (NS) is an essential technique extensively used in 5G networks computing
strategies, mobile edge computing, mobile cloud computing, and verticals like the Internet of …

GREEN6G: Chameleon federated learning for energy-efficient network slicing in beyond 5G systems

A Thantharate - Green Machine Learning Protocols for Future …, 2024 - taylorfrancis.com
The next generation of mobile technology, 6G, will provide users with a 'hyper-connectivity'
experience in which everything will be interconnected. In the evolution of future hyper …

Deep reinforcement learning-based network slicing for beyond 5G

K Suh, S Kim, Y Ahn, S Kim, H Ju, B Shim - IEEE Access, 2022 - ieeexplore.ieee.org
With the advent of 5G era, network slicing has received a great deal of attention as a means
to support a variety of wireless services in a flexible manner. Network slicing is a technique …

ECO6G: Energy and cost analysis for network slicing deployment in beyond 5G networks

A Thantharate, AV Tondwalkar, C Beard, A Kwasinski - Sensors, 2022 - mdpi.com
Fifth-generation (5G) wireless technology promises to be the critical enabler of use cases far
beyond smartphones and other connected devices. This next-generation 5G wireless …