CE-VNE: Constraint escalation virtual network embedding algorithm assisted by graph convolutional networks

P Zhang, Z Luo, N Kumar, M Guizani, H Zhang… - Journal of Network and …, 2024 - Elsevier
With the advent of Industry 5.0, access devices are becoming more and more demanding on
the network. For example, in areas such as financial transactions, drone control and …

Machine learning methods for service placement: a systematic review

P Keshavarz Haddadha, MH Rezvani… - Artificial Intelligence …, 2024 - Springer
With the growth of real-time and latency-sensitive applications in the Internet of Everything
(IoE), service placement cannot rely on cloud computing alone. In response to this need …

Joint Resource Placement and Service Replica Placement Scheme in Mobile Edge Computing

SK Woldeyes, Y Zhang, W Wang… - 2023 IEEE Intl Conf on …, 2023 - ieeexplore.ieee.org
Optimal resource placement and service placement are key factors for resource utilization
and service availability in mobile edge computing (MEC) systems. However, efficiently …

Identification of Paradigms of Heliacal Luminosity Through Onotological Mechanism and 5G Networks

D Santhakumar, NS Kumar… - 2024 4th …, 2024 - ieeexplore.ieee.org
This paper develops a new ontological-based approach to network slicing in 5G backhaul
networks, targeting low-or ultra-low-latency services. Our approach supports a modified A …