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) …

Machine learning-based computation offloading in edge and fog: a systematic review

S Taheri-abed, AM Eftekhari Moghadam… - Cluster Computing, 2023 - Springer
Abstract Today, Mobile Cloud Computing (MCC) alone can no longer respond to the
increasing volume of data and satisfy the necessary delays in real-time applications. In …

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 …

Coalitional games for computation offloading in NOMA-enabled multi-access edge computing

QV Pham, HT Nguyen, Z Han… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Multi-access edge computing (MEC) and nonorthogonal multiple access (NOMA) are two
enabling technologies in the 5 G network and beyond. MEC admits user equipments (UEs) …

A comprehensive survey on aerial mobile edge computing: Challenges, state-of-the-art, and future directions

Z Song, X Qin, Y Hao, T Hou, J Wang, X Sun - Computer Communications, 2022 - Elsevier
Driven by the visions of Internet of Things (IoT), there is an ever-increasing demand for
computation resources of IoT users to support diverse applications. Mobile edge computing …

On the System Performance of Mobile Edge Computing in an Uplink NOMA WSN With a Multiantenna Access Point Over Nakagami- Fading

VT Truong, DB Ha, C So-In - IEEE/CAA Journal of …, 2022 - ieeexplore.ieee.org
In this paper, we study the system performance of mobile edge computing (MEC) wireless
sensor networks (WSNs) using a multiantenna access point (AP) and two sensor clusters …

A comprehensive survey on nature‐inspired algorithms and their applications in edge computing: Challenges and future directions

M Adhikari, SN Srirama… - Software: Practice and …, 2022 - Wiley Online Library
Driven by the vision of real‐time applications and smart communication, recent years have
witnessed a paradigm shift from centralized cloud computing toward distributed edge …

Towards intelligent user clustering techniques for non-orthogonal multiple access: a survey

SM Hamedoon, JN Chattha, M Bilal - EURASIP Journal on Wireless …, 2024 - Springer
With the increasing user density of wireless networks, various user partitioning techniques or
algorithms segregate users into smaller, more manageable clusters. The benefit of user …

Enhancing Performance of Downlink NOMA-Based C-RAN Topology through Optimal User Pairing and Dynamic Power Allocation Scheme

MS Elbakry, AA Amer, T Ismail - IEEE Access, 2023 - ieeexplore.ieee.org
This research introduces cutting-edge advancements in non-orthogonal multiple access
(NOMA) technology. It begins by presenting a state-of-the-art user localization algorithm …

Joint user clustering and beamforming in non-orthogonal multiple access networks

HR Kim, J Chen, J Yoon - IEEE Access, 2020 - ieeexplore.ieee.org
The demand for higher data rate in wireless networks continues to grow, however the
wireless spectrum cannot meet ever-increasing demands. Non-orthogonal Multiple Access …