Machine and deep learning for resource allocation in multi-access edge computing: A survey

H Djigal, J Xu, L Liu, Y Zhang - IEEE Communications Surveys …, 2022 - ieeexplore.ieee.org
With the rapid development of Internet-of-Things (IoT) devices and mobile communication
technologies, Multi-access Edge Computing (MEC) has emerged as a promising paradigm …

[HTML][HTML] Machine learning for physical layer in 5G and beyond wireless networks: A survey

J Tanveer, A Haider, R Ali, A Kim - Electronics, 2021 - mdpi.com
Fifth-generation (5G) technology will play a vital role in future wireless networks. The
breakthrough 5G technology will unleash a massive Internet of Everything (IoE), where …

FH-ACO: Fuzzy heuristic-based ant colony optimization for joint virtual network function placement and routing

M Shokouhifar - Applied Soft Computing, 2021 - Elsevier
Network function virtualization (NFV) is a new networking paradigm, which replaces the
specific-purpose hardware appliances with software virtualization to perform network …

Budget-aware user satisfaction maximization on service provisioning in mobile edge computing

J Li, W Liang, W Xu, Z Xu, X Jia… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Mobile Edge Computing (MEC) promises to provide mobile users with delay-sensitive
services at the edge of network, and each user service request usually is associated with a …

Efficient instance reuse approach for service function chain placement in mobile edge computing

S Zhang, W Jia, Z Tang, J Lou, W Zhao - Computer Networks, 2022 - Elsevier
The combination of mobile edge computing and network function virtualization has led to the
emergence of Virtualized Network Function (VNF) in a broader range of application …

AI and ML–Enablers for beyond 5G Networks

A Kaloxylos, A Gavras, D Camps, M Ghoraishi… - 2021 - recercat.cat
This white paper on AI/ML as enablers of 5G and B5G networks is based on contributions
from 5G PPP projects that research, implement and validate 5G and B5G network systems …

Quality of service provisioning in network function virtualization: a survey

S Mostafavi, V Hakami, M Sanaei - Computing, 2021 - Springer
Network function virtualization (NFV) is a promising paradigm for network service
provisioning which decouples the network functions from the physical infrastructure …

A power-efficient and performance-aware online virtual network function placement in SDN/NFV-enabled networks

SR Zahedi, S Jamali, P Bayat - Computer Networks, 2022 - Elsevier
Recent development of software-defined networks (SDN) and network function virtualization
(NFV), makes it feasible to replace dedicated hardware middleboxes with software …

EmcFIS: Evolutionary multi-criteria Fuzzy Inference System for virtual network function placement and routing

SR Zahedi, S Jamali, P Bayat - Applied Soft Computing, 2022 - Elsevier
With the increasing demands for low-delay network services, mobile edge computing (MEC)
has emerged as an appealing solution to provide computing resources in close to the end …

Online Reliability-Enhanced Virtual Network Services Provisioning in Fault-Prone Mobile Edge Cloud

Y Qiu, J Liang, VCM Leung, X Wu… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Fault-Prone Mobile Edge Cloud (FP-MEC) is a new type of distributed network composed of
mobile edge computing and network function virtualization, where virtual network services …