Computation offloading in mobile edge computing networks: A survey

C Feng, P Han, X Zhang, B Yang, Y Liu… - Journal of Network and …, 2022 - Elsevier
Computation offloading is one of the key technologies in Mobile Edge Computing (MEC),
which makes up for the deficiencies of mobile devices in terms of storage resource …

A survey on the computation offloading approaches in mobile edge computing: A machine learning-based perspective

A Shakarami, M Ghobaei-Arani, A Shahidinejad - Computer Networks, 2020 - Elsevier
With the rapid developments in emerging mobile technologies, utilizing resource-hungry
mobile applications such as media processing, online Gaming, Augmented Reality (AR) …

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 …

A multiobjective computation offloading algorithm for mobile-edge computing

F Song, H Xing, S Luo, D Zhan, P Dai… - IEEE Internet of Things …, 2020 - ieeexplore.ieee.org
In mobile-edge computing (MEC), smart mobile devices (SMDs) with limited computation
resources and battery lifetime can offload their computing-intensive tasks to MEC servers …

Computation offloading for distributed mobile edge computing network: A multiobjective approach

F Sufyan, A Banerjee - IEEE Access, 2020 - ieeexplore.ieee.org
Mobile edge computing (MEC) is emerging as a cornerstone technology to address the
conflict between resource-constrained smart devices (SDs) and the ever-increasing …

Computation offloading for multi-access mobile edge computing in ultra-dense networks

H Guo, J Liu, J Zhang - IEEE Communications Magazine, 2018 - ieeexplore.ieee.org
The ultra-dense network (UDN) is envisioned to be an enabling and highly promising
technology to enhance spatial multiplexing and network capacity in future 5G networks …

Mobile edge computation offloading using game theory and reinforcement learning

S Ranadheera, S Maghsudi, E Hossain - arXiv preprint arXiv:1711.09012, 2017 - arxiv.org
Due to the ever-increasing popularity of resource-hungry and delay-constrained mobile
applications, the computation and storage capabilities of remote cloud has partially migrated …

Task offloading paradigm in mobile edge computing-current issues, adopted approaches, and future directions

MY Akhlaqi, ZBM Hanapi - Journal of Network and Computer Applications, 2023 - Elsevier
Many enterprise companies migrate their services and applications to the cloud to benefit
from cloud computing advantages. Meanwhile, the rapidly increasing number of connected …

Mobility-aware computational offloading in mobile edge networks: a survey

SK Zaman, AI Jehangiri, T Maqsood, Z Ahmad… - Cluster …, 2021 - Springer
Technological evolution of mobile devices, such as smart phones, laptops, wearable and
other handheld devices have come up with the emergence of different user applications in …

[HTML][HTML] 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 …