[HTML][HTML] Task allocation methods and optimization techniques in edge computing: A systematic review of the literature

V Patsias, P Amanatidis, D Karampatzakis, T Lagkas… - Future Internet, 2023 - mdpi.com
Task allocation in edge computing refers to the process of distributing tasks among the
various nodes in an edge computing network. The main challenges in task allocation …

Digital twin-driven intelligent task offloading for collaborative mobile edge computing

Y Zhang, J Hu, G Min - IEEE Journal on Selected Areas in …, 2023 - ieeexplore.ieee.org
Collaborative mobile edge computing (MEC) is a new paradigm that allows cooperative
peer offloading among distributed MEC servers to balance their computing workloads …

Soft computing approaches for dynamic multi-objective evaluation of computational offloading: a literature review

S Khan, Z Jiangbin, H Ali - Cluster Computing, 2024 - Springer
Optimizing computational offloading in Mobile Edge Computing (MEC) environments
presents a multifaceted challenge requiring innovative solutions. Soft computing, recognized …

Multi-objective optimization-based workflow scheduling for applications with data locality and deadline constraints in geo-distributed clouds

D Wu, X Wang, X Wang, M Huang, R Zeng… - Future Generation …, 2024 - Elsevier
Geo-distributed clouds have emerged as a new generation of cloud computing paradigm, in
which each cloud is operated and managed by independent cloud service providers (CSPs) …

Mobility-aware and energy-efficient offloading for mobile edge computing in cellular networks

L Huang, Q Yu - Ad Hoc Networks, 2024 - Elsevier
Mobile edge computing (MEC) is a promising paradigm that helps mobile terminals save
energy and increase battery life by offloading tasks to MEC servers. To obtain full benefit …

SCOF: Security-Aware Computation Offloading Using Federated Reinforcement Learning in Industrial Internet of Things with Edge Computing

K Peng, P Xiao, S Wang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Industry 5.0 facilitates the intelligent upgrade of smart factories in Industrial Internet of Things
(IIoT), and also introduces a plethora of data processing challenges. Mobile edge computing …

[HTML][HTML] Safe-Learning-Based Location-Privacy-Preserved Task Offloading in Mobile Edge Computing

M Min, Z Liu, J Duan, P Zhang, S Li - Electronics, 2023 - mdpi.com
Mobile edge computing (MEC) integration with 5G/6G technologies is an essential direction
in mobile communications and computing. However, it is crucial to be aware of the potential …

Personalized and Differential Privacy-Aware Video Stream Offloading in Mobile Edge Computing

P Zhao, Z Yang, G Zhang - IEEE Transactions on Cloud Computing, 2024 - computer.org
Abstract In Mobile Edge Computing (MEC), the collaboration between end devices and
servers guarantees the low-latency and high-accuracy video stream analysis. However …

Learning-Based Privacy-Preserving Computation Offloading in Multi-Access Edge Computing

F You, X Yuan, W Ni… - GLOBECOM 2023-2023 …, 2023 - ieeexplore.ieee.org
As a technology intended to reduce cellular network congestion and enhance user service
quality, computation offloading in Multi-access Edge Computing (MEC) networks highlights …

[引用][C] Joint Optimization Algorithm for Latency-Energy and Privacy Combining Discrete Differential Evolution and Convex Optimization

Y Deng, J Li, S Chen - Journal of Circuits, Systems and Computers, 2024 - World Scientific
A privacy protection task offloading algorithm combining discrete differential evolution and
convex optimization is proposed to resolve the new position privacy leakage problem for …