A survey on task offloading in multi-access edge computing

A Islam, A Debnath, M Ghose, S Chakraborty - Journal of Systems …, 2021 - Elsevier
With the advent of new technologies in both hardware and software, we are in the need of a
new type of application that requires huge computation power and minimal delay …

Machine and deep learning for resource allocation in multi-access edge computing: A survey

H Djigal, J Xu, L Liu, Y Zhang - IEEE Communications Surveys …, 2022 - ieeexplore.ieee.org
With the rapid development of Internet-of-Things (IoT) devices and mobile communication
technologies, Multi-access Edge Computing (MEC) has emerged as a promising paradigm …

Multi-agent DRL for task offloading and resource allocation in multi-UAV enabled IoT edge network

AM Seid, GO Boateng, B Mareri… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
The Internet of Things (IoT) edge network has connected lots of heterogeneous smart
devices, thanks to unmanned aerial vehicles (UAVs) and their groundbreaking emerging …

Deep reinforcement learning-based adaptive computation offloading for MEC in heterogeneous vehicular networks

H Ke, J Wang, L Deng, Y Ge… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
The vehicular network needs efficient and reliable data communication technology to
maintain low latency. It is very challenging to minimize the energy consumption and data …

MESON: A mobility-aware dependent task offloading scheme for urban vehicular edge computing

L Zhao, E Zhang, S Wan, A Hawbani… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Vehicular Edge Computing (VEC) is the transportation version of Mobile Edge Computing
(MEC) in road scenarios. One key technology of VEC is task offloading, which allows …

Dynamic offloading and resource scheduling for mobile-edge computing with energy harvesting devices

F Zhao, Y Chen, Y Zhang, Z Liu… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Driven by Internet of Things (IoT) and 5G communication technologies, the paradigm of
mobile computing has changed from centralized mobile cloud computing to distributed …

A survey on mobile edge computing for video streaming: Opportunities and challenges

MA Khan, E Baccour, Z Chkirbene, A Erbad… - IEEE …, 2022 - ieeexplore.ieee.org
5G communication brings substantial improvements in the quality of service provided to
various applications by achieving higher throughput and lower latency. However, interactive …

New computing tasks offloading method for MEC based on prospect theory framework

DG Zhang, WM Dong, T Zhang, J Zhang… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
Mobile edge computing (MEC) provides reliable solutions for networked vehicles, mobile
phones, and other mobile devices to complete intensive computing and delay-sensitive …

EosDNN: An efficient offloading scheme for DNN inference acceleration in local-edge-cloud collaborative environments

M Xue, H Wu, R Li, M Xu, P Jiao - IEEE Transactions on Green …, 2021 - ieeexplore.ieee.org
With the popularity of mobile devices, intelligent applications, eg, face recognition, intelligent
voice assistant, and gesture recognition, have been widely used in our daily lives. However …

Mobile web augmented reality in 5G and beyond: Challenges, opportunities, and future directions

X Qiao, P Ren, G Nan, L Liu, S Dustdar… - China …, 2019 - ieeexplore.ieee.org
The popularity of wearable devices and smartphones has fueled the development of Mobile
Augmented Reality (MAR), which provides immersive experiences over the real world using …