Contemporary advances in multi-access edge computing: A survey of fundamentals, architecture, technologies, deployment cases, security, challenges, and directions

M Mahbub, RM Shubair - Journal of Network and Computer Applications, 2023 - Elsevier
With advancements of cloud technologies Multi-Access Edge Computing (MEC) emerged as
a remarkable edge-cloud technology to provide computing facilities to resource-restrained …

Network Slicing Based Learning Techniques for IoV in 5G and Beyond Networks

W Hamdi, C Ksouri, H Bulut… - … Surveys & Tutorials, 2024 - ieeexplore.ieee.org
The effects of transport development on people's lives are diverse, ranging from economy to
tourism, health care, etc. Great progress has been made in this area, which has led to the …

Accelerating reinforcement learning via predictive policy transfer in 6g ran slicing

AM Nagib, H Abou-Zeid… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Reinforcement Learning (RL) algorithms have recently been proposed to solve dynamic
radio resource management (RRM) problems in beyond 5G networks. However, RL-based …

Reinforcement learning for radio resource management in ran slicing: A survey

M Zangooei, N Saha, M Golkarifard… - IEEE Communications …, 2023 - ieeexplore.ieee.org
Dynamic radio resource allocation to network slices in mobile networks is challenging due to
the diverse requirements of RAN slices and the dynamic environment of wireless networks …

[HTML][HTML] CoTwin: Collaborative improvement of digital twins enabled by blockchain

M García-Valls, AM Chirivella-Ciruelos - Future Generation Computer …, 2024 - Elsevier
Integrating digital twin technology in Cyber–Physical Systems and Internet of Things can
boost their intelligence. Given the current maturity of digital twin technology (yet in progress) …

AI/ML Enabled Automation System for Software Defined Disaggregated Open Radio Access Networks: Transforming Telecommunication Business

S Kumar - Big Data Mining and Analytics, 2024 - ieeexplore.ieee.org
Open Air Interface (OAI) alliance recently introduced a new disaggregated Open Radio
Access Networks (O-RAN) framework for next generation telecommunications and networks …

Deep Reinforcement Learning for Online Resource Allocation in Network Slicing

Y Cai, P Cheng, Z Chen, M Ding… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Network slicing is a key enabler of 5G and beyond networks to satisfy the diverse quality of
service (QoS) requirements of different services simultaneously. In network slicing, radio …

A DL-enabled Relay Node Placement and Selection Framework in Multicellular Networks

IA Bartsiokas, PK Gkonis, DI Kaklamani… - IEEE Access, 2023 - ieeexplore.ieee.org
The ever-increasing and diverse user demands as well as the need for uninterrupted access
to the medium with minimum latency in dense machine type communication networks, are …

Resource Management From Single-domain 5G to End-to-End 6G Network Slicing: A Survey

S Ebrahimi, F Bouali, OCL Haas - … Communications Surveys & …, 2024 - ieeexplore.ieee.org
Network Slicing (NS) is one of the pillars of the fifth/sixth generation (5G/6G) of mobile
networks. It provides the means for Mobile Network Operators (MNOs) to leverage physical …

Towards an Efficient and Dynamic Allocation of Radio Access Network Slicing Resources for 5G Era

I Chang, T Ji, R Zhu, Z Wu, C Li, Y Jiang - IEEE Access, 2023 - ieeexplore.ieee.org
With the development of 5G technology and Internet of Things (IoT), more and more devices
are connected through 5G wirelessly. Radio access network (RAN) slicing, as a key feature …