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
energy consumption management, which is fundamental to the deployment of network slicing
in 5G networks… , SDN, and green energy attributes of network slicing that can potentially …

Toward greener 5G and beyond radio access networks—A survey

LMP Larsen, HL Christiansen, S Ruepp… - IEEE Open journal of …, 2023 - ieeexplore.ieee.org
… provides guidelines for deployment and expansions of future mobile networks in a more …
using federated learning, in a network sliced environment where traffic must be forecast on a per …

A survey on beyond 5g network slicing for smart cities applications

W Rafique, J Barai, AO Fapojuwo… - … Surveys & Tutorials, 2024 - ieeexplore.ieee.org
… concept from service request order to the deployment of network slice. The authors propose
an … [143] introduce the ECO6G model, which uses AI/ML for load forecasting, which …

Service-aware real-time slicing for virtualized beyond 5G networks

T Tsourdinis, I Chatzistefanidis, N Makris, T Korakis… - Computer Networks, 2024 - Elsevier
Network slicing is a fundamental concept in 5G networks. It refers to … In this work, we design,
develop, deploy and experimentally … This research demonstrates that ECO6G significantly …

[图书][B] … Data-Driven Optimization Using Transfer Learning for Resilient, Energy-Efficient, Resource-Aware, and Secure Network Slicing in 5G-Advanced and 6G …

A Thantharate - 2022 - search.proquest.com
… , network slice security, and energy efficiency in Beyond 5G … and our proposed framework
ECO6G. The evaluation is … have yet to deploy network slicing in the commercial network; many …

6G Mobile Networks: Key Technologies, Directions, and Advances

R Dangi, G Choudhary, N Dragoni, P Lalwani, U Khare… - Telecom, 2023 - mdpi.com
… Finally, we look at research papers on network slicing. … )-based LAP networks, on either
hand, could be deployed faster, … Future communications beyond 5G and 6G will heavily rely on …

Unravelling the Green Potential: Examining 5G's Innovation Trends in Energy Efficiency

P Kaur, R Garg - 2023 7th International Conference on …, 2023 - ieeexplore.ieee.org
Network Slicing: With the introduction of network slicing in 5G, it … The energy efficiency (EE)
problem in 5G and beyond networks … , “ECO6G: Energy and Cost Analysis for Network Slicing

Securing the Foundations of 6G: Innovative Intelligent Controls at the Physical Layer for Trustworthiness and Resilience

E Leka, L Lamani, E Hoxha - 2024 47th MIPRO ICT and …, 2024 - ieeexplore.ieee.org
… - Network slicing dynamically allocates resources in response … Dynamic slicing will play a
pivotal role in facilitating the … solve intricate mathematical problems at speeds that are beyond

Deep Autoencoder Design for RF Anomaly Detection in 5G O-RAN Near-RT RIC via xApps

OT Başaran, M Başaran, D Turan… - 2023 IEEE …, 2023 - ieeexplore.ieee.org
… of better training model and resource allocation for 5G network slicing services [11], and the
… , “ECO6G: Energy and cost analysis for network slicing deployment in beyond 5G networks,” …

Constrained DRL for Energy Efficiency Optimization in RSMA-Based Integrated Satellite Terrestrial Network

Q Zhang, L Zhu, Y Chen, S Jiang - Sensors, 2023 - mdpi.com
… and evaluate energy efficiency in Beyond 5G (B5G) networks. In wireless sensor networks
(… CDRL has been applied for network slicing recently. In [29], interior-point policy optimization …