Learning for computation offloading in mobile edge computing

TQ Dinh, QD La, TQS Quek… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Mobile edge computing (MEC) is expected to provide cloud-like capacities for mobile users
(MUs) at the edge of wireless networks. However, deploying MEC systems faces many …

Multi-user computation offloading with d2d for mobile edge computing

G Hu, Y Jia, Z Chen - 2018 IEEE Global Communications …, 2018 - ieeexplore.ieee.org
With the emergence of mobile edge computing (MEC), mobile users are able to process
various tasks by offloading large-computation-demanding tasks to MEC server located at the …

Joint offloading and charge cost minimization in mobile edge computing

K Wang, Z Hu, Q Ai, Y Zhong, J Yu… - IEEE Open Journal …, 2020 - ieeexplore.ieee.org
Mobile edge computing (MEC) brings a breakthrough for Internet of Things (IoT) for its ability
of offloading tasks from user equipments (UEs) to nearby servers which have rich …

COSTA: Cost-aware service caching and task offloading assignment in mobile-edge computing

TX Tran, K Chan, D Pompili - 2019 16th annual IEEE …, 2019 - ieeexplore.ieee.org
This paper considers a Mobile-Edge Computing (MEC) enabled wireless network where the
MEC-enabled Base Station (MBSs) can host application services and execute computation …

Joint optimization of offloading and resource allocation scheme for mobile edge computing

B Dab, N Aitsaadi, R Langar - 2019 IEEE Wireless …, 2019 - ieeexplore.ieee.org
The high proliferation of mobile devices, deploying a myriad of application, entails an
explosion of mobile traffic. Due to their resource-limitation constraint, mobile devices resort …

Task offloading for vehicular edge computing with imperfect CSI: A deep reinforcement approach

Y Wu, J Xia, C Gao, J Ou, C Fan, J Ou, D Fan - Physical Communication, 2022 - Elsevier
This article examines a multi-user mobile edge computing (MEC) system for the Internet of
Vehicle (IoV), where one edge point (EP) nearby the vehicles can help assist in processing …

DDPG based computation offloading and resource allocation for MEC systems with energy harvesting

J Ren, S Xu - 2021 IEEE 93rd Vehicular Technology …, 2021 - ieeexplore.ieee.org
Mobile edge computing (MEC) and energy harvesting (EH) are two potential techniques to
enhance data processing performance and extend the life time of wireless devices. In this …

[HTML][HTML] Decentralized computation offloading for multi-user mobile edge computing: A deep reinforcement learning approach

Z Chen, X Wang - EURASIP Journal on Wireless Communications and …, 2020 - Springer
Mobile edge computing (MEC) emerges recently as a promising solution to relieve resource-
limited mobile devices from computation-intensive tasks, which enables devices to offload …

Partial offloading scheduling and power allocation for mobile edge computing systems

Z Kuang, L Li, J Gao, L Zhao… - IEEE Internet of Things …, 2019 - ieeexplore.ieee.org
Mobile edge computing (MEC) is a promising technique to enhance computation capacity at
the edge of mobile networks. The joint problem of partial offloading decision, offloading …

Joint resource allocation and multi-part collaborative task offloading in MEC systems

H Zhang, Y Yang, B Shang… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
This paper investigates the multi-part collaborative task offloading with multiple servers in
mobile edge computing (MEC) systems by considering server overload and long-term …