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 …

Mobility-aware joint task scheduling and resource allocation for cooperative mobile edge computing

U Saleem, Y Liu, S Jangsher, Y Li… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Mobile edge computing (MEC) has emerged as a new paradigm to assist low latency
services by enabling computation offloading at the network edge. Nevertheless, human …

A smartphone perspective on computation offloading—A survey

QH Nguyen, F Dressler - Computer Communications, 2020 - Elsevier
Computation offloading has emerged as one of the promising approaches to address the
issues of restricted resources, leading to poor user experiences on smartphones in terms of …

Deep-graph-based reinforcement learning for joint cruise control and task offloading for aerial edge Internet of Things (EdgeIoT)

K Li, W Ni, X Yuan, A Noor… - IEEE Internet of Things …, 2022 - ieeexplore.ieee.org
This article puts forth an aerial edge Internet of Things (EdgeIoT) system, where an
unmanned aerial vehicle (UAV) is employed as a mobile-edge server to process mission …

Deep reinforcement learning‐based multitask hybrid computing offloading for multiaccess edge computing

J Cai, H Fu, Y Liu - International Journal of Intelligent Systems, 2022 - Wiley Online Library
By deploying computing units in edge servers, the device‐generated computation‐intensive
tasks can be offloaded from the cloud, lessening the core network's traffic and reducing the …

Computation offloading and resource allocation for mobile edge computing with multiple access points

Q Li, J Zhao, Y Gong - IET communications, 2019 - Wiley Online Library
Mobile edge computing (MEC) is an innovative computing paradigm to enhance the
computing capacity of mobile devices (MDs) by offloading computation‐intensive tasks to …

Game theory based opportunistic computation offloading in cloud-enabled IoV

M Liwang, J Wang, Z Gao, X Du, M Guizani - Ieee Access, 2019 - ieeexplore.ieee.org
With the growing popularity of the fifth-generation (5G) wireless systems and cloud-enabled
Internet of Vehicles, vehicular cloud has been introduced as a novel mobile device …

Multi-agent reinforcement learning for cost-aware collaborative task execution in energy-harvesting D2D networks

B Huang, X Liu, S Wang, L Pan, V Chang - Computer Networks, 2021 - Elsevier
In device-to-device (D2D) networks, multiple resource-limited mobile devices cooperate with
one another to execute computation tasks. As the battery capacity of mobile devices is …

Security and energy-aware collaborative task offloading in D2D communication

Z Li, H Hu, H Hu, B Huang, J Ge, V Chang - Future Generation Computer …, 2021 - Elsevier
Abstract Device-to-device (D2D) communication technique is used to establish direct links
among mobile devices (MDs) to reduce communication delay and increase network capacity …

Deep Reinforcement Learning for Performance‐Aware Adaptive Resource Allocation in Mobile Edge Computing

B Huang, Z Li, Y Xu, L Pan, S Wang… - Wireless …, 2020 - Wiley Online Library
Mobile edge computing (MEC) enables to provide relatively rich computing resources in
close proximity to mobile users, which enables resource‐limited mobile devices to offload …