Offloading time optimization via Markov decision process in mobile-edge computing

G Yang, L Hou, X He, D He, S Chan… - IEEE internet of things …, 2020 - ieeexplore.ieee.org
Computation offloading from a mobile device to the edge server is an emerging paradigm to
reduce completion latency of intensive computations in mobile-edge computing (MEC). In …

Ultra-low latency multi-task offloading in mobile edge computing

H Zhang, Y Yang, X Huang, C Fang, P Zhang - IEEE Access, 2021 - ieeexplore.ieee.org
With the development of computer technology, computational-intensive and delay-sensitive
applications are emerging endlessly, and they are limited by the computing power and …

Dependent task offloading with deadline-aware scheduling in mobile edge networks

M Maray, E Mustafa, J Shuja, M Bilal - Internet of Things, 2023 - Elsevier
In the field of the Internet of Things (IoT), Edge computing has emerged as a revolutionary
paradigm that offers unprecedented benefits by serving the IoT at the network edge. One of …

Smart computational offloading for mobile edge computing in next-generation Internet of Things networks

Z Ali, ZH Abbas, G Abbas, A Numani, M Bilal - Computer Networks, 2021 - Elsevier
Limited battery and computing resources of mobile devices (MDs) induce performance
limitations in mobile edge computing (MEC) networks. Computational offloading has the …

Multi-server multi-user multi-task computation offloading for mobile edge computing networks

L Huang, X Feng, L Zhang, L Qian, Y Wu - Sensors, 2019 - mdpi.com
This paper studies mobile edge computing (MEC) networks where multiple wireless devices
(WDs) offload their computation tasks to multiple edge servers and one cloud server …

Energy efficient dynamic offloading in mobile edge computing for internet of things

Y Chen, N Zhang, Y Zhang, X Chen… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
With proliferation of computation-intensive Internet of Things (IoT) applications, the limited
capacity of end devices can deteriorate service performance. To address this issue …

Joint computation offloading and resource allocation under task-overflowed situations in mobile-edge computing

H Tang, H Wu, Y Zhao, R Li - IEEE Transactions on Network …, 2021 - ieeexplore.ieee.org
With the rapid development of Artificial Intelligence (AI) and Internet of Things (IoT), we have
to perform increasingly more resource-hungry and compute-intensive applications on IoT …

A probability preferred priori offloading mechanism in mobile edge computing

J Wang, W Wu, Z Liao, RS Sherratt, GJ Kim… - IEEE …, 2020 - ieeexplore.ieee.org
Mobile edge computing (MEC) can provide computation and storage capabilities via edge
servers which are closer to user devices (UDs). The MEC offloading system can be viewed …

Joint computation offloading and user association in multi-task mobile edge computing

Y Dai, D Xu, S Maharjan… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Computation intensive and delay-sensitive applications impose severe requirements on
mobile devices of providing required computation capacity and ensuring latency. Mobile …

Deep learning-based dynamic computation task offloading for mobile edge computing networks

S Yang, G Lee, L Huang - Sensors, 2022 - mdpi.com
This paper investigates the computation offloading problem in mobile edge computing
(MEC) networks with dynamic weighted tasks. We aim to minimize the system utility of the …