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) …

An autonomous computation offloading strategy in Mobile Edge Computing: A deep learning-based hybrid approach

A Shakarami, A Shahidinejad… - Journal of Network and …, 2021 - Elsevier
The fast growth of under developing internet-based technologies has been leading to
propose promising methods to handle the heterogeneous massive volume of data produced …

A review on the computation offloading approaches in mobile edge computing: A g ame‐theoretic perspective

A Shakarami, A Shahidinejad… - Software: Practice and …, 2020 - Wiley Online Library
In recent years, novel mobile applications such as augmented reality, virtual reality, and
three‐dimensional gaming, running on handy mobile devices have been pervasively …

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 …

Dependency-aware computation offloading in mobile edge computing: A reinforcement learning approach

S Pan, Z Zhang, Z Zhang, D Zeng - IEEE Access, 2019 - ieeexplore.ieee.org
Mobile edge computing (MobEC) builds an Information Technology (IT) service environment
to enable cloud-computing capabilities at the edge of mobile networks. To tackle the …

Computation offloading strategy in mobile edge computing

J Sheng, J Hu, X Teng, B Wang, X Pan - Information, 2019 - mdpi.com
Mobile phone applications have been rapidly growing and emerging with the Internet of
Things (IoT) applications in augmented reality, virtual reality, and ultra-clear video due to the …

[HTML][HTML] Computation offloading in mobile cloud computing and mobile edge computing: survey, taxonomy, and open issues

M Maray, J Shuja - Mobile Information Systems, 2022 - hindawi.com
Cloud and mobile edge computing (MEC) provides a wide range of computing services for
mobile applications. In particular, mobile edge computing enables a computing and storage …

A survey on the computation offloading approaches in mobile edge/cloud computing environment: a stochastic-based perspective

A Shakarami, M Ghobaei-Arani, M Masdari… - Journal of Grid …, 2020 - Springer
Fast growth of produced data from deferent smart devices such as smart mobiles, IoT/IIoT
networks, and vehicular networks running different specific applications such as Augmented …

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 …

Mobile edge computing: A survey on architecture and computation offloading

P Mach, Z Becvar - IEEE communications surveys & tutorials, 2017 - ieeexplore.ieee.org
Technological evolution of mobile user equipment (TIEs), such as smartphones or laptops,
goes hand-in-hand with evolution of new mobile applications. However, running …