[PDF][PDF] Energy Efficient Resource Allocation in 5G RAN Slicing with Grey Wolf Optimization

D Kulkarni, M Venkatesan, AV Kulkarni - mecs-press.org
The massive connections and the real time control applications have different requirement
on delay, energy, rate and reliability of the system. In order to meet the diversified 5G …

Multi-Resource Network Slicing with Deep Reinforcement Learning for an Optimal QoS Satisfaction Ratio

Y Lai, H Yang, C Yang - 2024 16th International Conference on …, 2024 - ieeexplore.ieee.org
The 5G network provides low latency, high speed, and large bandwidth characteristics,
shorting the transmission time and providing efficient services to users. In a typical 5G …

Resource Joint Allocation Scheme Based on Network Slicing Under C-RAN Architecture

J Chen, J Gong, X Chen, T Hsu - … Conference on Internet of Things as a …, 2020 - Springer
The upcoming 5G system is considered not only can meet the demand of various services,
but also solve the problem that data will grow explosively. Therefore, we need a viable …

Trade-off analysis between delay and throughput of RAN slicing for smart grid

Z Li, J Wang, Y Wang, S Meng, S Wu, H Ding… - Computer …, 2021 - Elsevier
Emerging power services with massive connections and real-time control have different
requirements on delay, rate, reliability, etc. In order to meet the diversified requirements of …

Using Deep Reinforcement Learning for 5G RAN Slicing Resource Allocation in New Power Load Management System

D Ma, Y Wang, S Wu, W Wang - 2023 9th International …, 2023 - ieeexplore.ieee.org
In recent years, extreme weather has caused unstable power generation on the power side,
posing a great need to build a new power load management system to unleash the ability of …

Highly flexible RAN slicing approach to manage isolation, priority, efficiency

D Marabissi, R Fantacci - IEEE Access, 2019 - ieeexplore.ieee.org
The evolution toward 5G is driven by the need of providing a wide range of services differing
on needed network functionalities, performance requirements, type of devices, and going …

[PDF][PDF] End-to-end network slicing design policy in 5G networks

R Wang - 2023 - kclpure.kcl.ac.uk
End-to-End network slicing is an emerging technology that provides substantial potential for
supporting various services and carries flexible resource orchestration for 5G networks. The …

Optimization-based resource management strategies for 5G C-RAN slicing capabilities

FYS Lin, CH Hsiao, YF Wen… - 2018 Tenth International …, 2018 - ieeexplore.ieee.org
In an emerging paradigm in 5G networks, the computations of various types of mobile
applications are offloaded to cloud environments. Edge and core clouds provide computing …

Performance Evaluation of QoS in Dynamic Ran Slicing of 5G Network

PP Hegde, L Shahapur, B Ajay Kushal, K Tomar… - … on Emerging Research …, 2023 - Springer
Access to the Internet is growing exponentially due to its ease of usability, flexibility, and
lowering data plans. The diverse network service requirements encourage mobile operators …

Enabling 5G RAN slicing with EDF slice scheduling

T Guo, A Suárez - IEEE Transactions on Vehicular Technology, 2019 - ieeexplore.ieee.org
Network slicing serves as a key mechanism in fifth generation (5G) networks to support
vertical industries with diversified service requirements in terms of the throughput, latency …