Online task offloading algorithm based on multi-objective optimization caching strategy

M Xie, X Su, H Sun, G Zhang - Computer Networks, 2024 - Elsevier
Within the realm of Mobile Edge Computing (MEC), task offloading has consistently
garnered significant attention. Within the context of intricate caching environments and multi …

A cache-assisted computing offloading strategy based on deep Q network

Q Song, J Wang, J Liu - 2023 7th International Conference on …, 2023 - ieeexplore.ieee.org
Mobile edge computing (MEC) provides users with abundant wireless resources and cloud
computing capabilities to meet their computing demand. Existing works tend to consider …

Joint task offloading and data caching in mobile edge computing

N Zhang, S Guo, Y Dong, Q Jiang… - 2019 15th International …, 2019 - ieeexplore.ieee.org
Mobile Edge Computing (MEC) has recently become an important paradigm of bringing
computing and caching resources to the edge networks. In mobile edge networks, data …

A decentralized reactive approach to online task offloading in mobile edge computing environments

Q Peng, Y Xia, Y Wang, C Wu, X Luo, J Lee - Service-Oriented Computing …, 2020 - Springer
In mobile edge computing (MEC) environments, the task offloading towards nearby edge
servers usually occurs when local resources are inadequate for computation-intensive …

[PDF][PDF] A Hybrid Heuristic Service Caching and Task Offloading Method for Mobile Edge Computing.

Y Sang, J Wei, Z Zhang, B Wang - Computers, Materials & …, 2023 - cdn.techscience.cn
Computing-intensive and latency-sensitive user requests pose significant challenges to
traditional cloud computing. In response to these challenges, mobile edge computing (MEC) …

Optimized multi-user dependent tasks offloading in edge-cloud computing using refined whale optimization algorithm

KM Hosny, AI Awad, MM Khashaba… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Despite the extensive use of IoT and mobile devices in the different applications, their
computing power, memory, and battery life are still limited. Multi-Access Edge Computing …

Priority-based offloading and caching in mobile edge cloud

FN Nur, S Islam, NN Moon, A Karim, S Azam… - … Software and Systems, 2019 - hrcak.srce.hr
Abstract Mobile Edge Computing (MEC) is relatively a novel concept in the parlance of
Computational Offloading. MEC signifies the offloading of intensive computational tasks to …

Lyapunov-guided Deep Reinforcement Learning for service caching and task offloading in Mobile Edge Computing

N Li, L Zhai, Z Ma, X Zhu, Y Li - Computer Networks, 2024 - Elsevier
With the development of Internet of Things (IoT) networks and Mobile Edge Computing
(MEC), many computing-intensive applications have been developed in large quantities …

Evolutionary Multitasking for Costly Task Offloading in Mobile-Edge Computing Networks

C Yang, Q Chen, Z Zhu, ZA Huang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
The offloading of computation-intensive tasks to an edge server near resource-constrained
mobile devices can provide improved application performance and user experience …

Task offloading and caching for mobile edge computing

C Tang, C Zhu, X Wei, H Wu, Q Li… - 2021 International …, 2021 - ieeexplore.ieee.org
Mobile applications in the present have created tremendous pressure on the computational
capabilities of user equipments. Against this background, mobile edge computing (MEC) …