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 …

Digital twin-assisted, sfc-enabled service provisioning in mobile edge computing

J Li, S Guo, W Liang, Q Chen, Z Xu… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
Mobile Edge Computing (MEC) has been identified as a desirable computing paradigm that
provides efficient and effective services for various applications, while meeting stringent …

Fast Adaptive Task Offloading and Resource Allocation via Multiagent Reinforcement Learning in Heterogeneous Vehicular Fog Computing

Z Gao, L Yang, Y Dai - IEEE Internet of Things Journal, 2022 - ieeexplore.ieee.org
In vehicular fog computing, task offloading enables mobile vehicles (MVs) to offer ultralow
latency services for computation-intensive tasks. Nevertheless, the edge server (ES) may …

A Survey on UAV-enabled Edge Computing: Resource Management Perspective

X Xia, SMM Fattah, MA Babar - arXiv preprint arXiv:2210.06679, 2022 - arxiv.org
Edge computing facilitates low-latency services at the network's edge by distributing
computation, communication, and storage resources within the geographic proximity of …

Secure and Efficient Hierarchical Decentralized Learning for Internet of Vehicles

Z Liang, P Yang, C Zhang, X Lyu - IEEE Open Journal of the …, 2023 - ieeexplore.ieee.org
Decentralized machine learning enables multiple devices to train a global model
collaboratively and is a promising paradigm to realize ubiquitous intelligence for the Internet …

Latency-Optimal Pyramid-based Joint Communication and Computation Scheduling for Distributed Edge Computing

Q Chen, K Wang, S Guo, T Shi, J Li… - … -IEEE Conference on …, 2023 - ieeexplore.ieee.org
By combing edge computing and parallel computing, distributed edge computing has
emerged as a new paradigm to accelerate computation at the edge. Considering the …

Predictive Service Provisioning with Online Learning in Wireless Edge Networks

T Wu, X Fan, H Wei, Y Qu, C Xiang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Mobile Edge Computing (MEC) technology can be implemented at cellular base stations,
enabling flexible and configurable provisions of services for mobile users to access …

Availability Aware Online Virtual Network Function Backup in Edge Environments

Y Liu, X Shang, Y Mao, Z Liu… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
With the rapid advancement of edge computing and network function virtualization, it is
promising to provide flexible and low-latency network services at the edge. However, due to …

RuleDRL: Reliability-Aware SFC Provisioning with Bounded Approximations in Dynamic Environments

Y Zeng, Z Qu, S Guo, B Tang, B Ye… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
As a key enabling technology for 5G, network function virtualization abstracts services into
software-based service function chains (SFCs), facilitating mission-critical services with high …

[HTML][HTML] Joint Deployment Optimization of Parallelized SFCs and BVNFs in Multi-Access Edge Computing

Y Han, J Liang, Y Lin - Applied Sciences, 2023 - mdpi.com
In multi-access edge computing (MEC) networks, parallelized service function chains (P-
SFCs) can provide low-delay network services for mobile users by deploying virtualized …