Dynamic offloading scheduling scheme for MEC-enabled vehicular networks

H Wang, X Li, H Ji, H Zhang - 2018 IEEE/CIC International …, 2018 - ieeexplore.ieee.org
The incorporation of mobile edge computing (MEC) into vehicular networks is an inspiring
approach to meet the explosive vehicular services demands. The mobile vehicles could …

Federated offloading scheme to minimize latency in MEC-enabled vehicular networks

H Wang, X Li, H Ji, H Zhang - 2018 IEEE Globecom Workshops …, 2018 - ieeexplore.ieee.org
The vehicular networks with mobile edge computing (MEC) provide a promising paradigm to
meet the explosive vehicular computing demands. To further reduce the total latency and …

Efficient mobility-aware task offloading for vehicular edge computing networks

C Yang, Y Liu, X Chen, W Zhong, S Xie - IEEE Access, 2019 - ieeexplore.ieee.org
Vehicular networks are facing the challenges to support ubiquitous connections and high
quality of service for numerous vehicles. To address these issues, mobile edge computing …

Compound model of task arrivals and load-aware offloading for vehicular mobile edge computing networks

L Li, H Zhou, SX Xiong, J Yang, Y Mao - IEEE Access, 2019 - ieeexplore.ieee.org
As autonomous and connected vehicles are becoming a reality, mobile-edge computing
(MEC) off-loading provides a promising paradigm to trade off between the long latency of …

Computation offloading scheme to improve QoE in vehicular networks with mobile edge computing

Q Liu, Z Su, Y Hui - 2018 10th International Conference on …, 2018 - ieeexplore.ieee.org
Mobile edge computing (MEC) is a new paradigm to improve the quality of vehicular
services by providing computation offloading close to vehicular terminals (VTs). However …

[HTML][HTML] Energy-efficient offloading decision-making for mobile edge computing in vehicular networks

X Huang, K Xu, C Lai, Q Chen, J Zhang - EURASIP Journal on Wireless …, 2020 - Springer
Driven by the explosion transmission and computation requirement in 5G vehicular
networks, mobile edge computing (MEC) attracts more attention than centralized cloud …

An efficient offloading algorithm based on support vector machine for mobile edge computing in vehicular networks

S Wu, W Xia, W Cui, Q Chao, Z Lan… - 2018 10th …, 2018 - ieeexplore.ieee.org
In vehicular networks, Mobile Edge Computing (MEC) is applied to meet the offloading
demand from vehicles. However, the mobility of vehicles may increase the offloading delay …

An optimal resource allocation mechanism in vehicular MEC systems

G Hong, Q Wen, W Su, P Wu - 2019 International Conference …, 2019 - ieeexplore.ieee.org
Task offloading in vehicular networks is an effective technology to promote vehicular service
quality through offloading computation tasks to remote servers. In order to reduce task …

Deep reinforcement learning based computing offloading for MEC-assisted heterogeneous vehicular networks

F Li, Y Lin, N Peng, Y Zhang - 2020 IEEE 20th International …, 2020 - ieeexplore.ieee.org
Mobile edge computing (MEC) is a promising technology that sinks cloud computing down
to the edge of the cellular network, so as to reduce latency and network congestion. In this …

Intelligent task offloading in vehicular edge computing networks

H Guo, J Liu, J Ren, Y Zhang - IEEE Wireless Communications, 2020 - ieeexplore.ieee.org
Recently, traditional transportation systems have been gradually evolving to ITS, inspired by
both artificial intelligence and wireless communications technologies. The vehicles get …