Imitation learning enabled task scheduling for online vehicular edge computing

X Wang, Z Ning, S Guo, L Wang - IEEE Transactions on Mobile …, 2020 - ieeexplore.ieee.org
Vehicular edge computing (VEC) is a promising paradigm based on the Internet of vehicles
to provide computing resources for end users and relieve heavy traffic burden for cellular …

Offloading in Internet of vehicles: A fog-enabled real-time traffic management system

X Wang, Z Ning, L Wang - IEEE Transactions on Industrial …, 2018 - ieeexplore.ieee.org
Fog computing has been merged with Internet of Vehicle (IoV) systems to provide
computational resources for end users, by which low latency can be guaranteed. In this …

Edge caching and computation management for real-time internet of vehicles: An online and distributed approach

J Zhao, X Sun, Q Li, X Ma - IEEE Transactions on Intelligent …, 2020 - ieeexplore.ieee.org
Vehicular Edge Computing (VEC) is expected to be an effective solution to meet the ultra-
low delay requirements of many emerging Internet of Vehicles (IoV) services by shifting the …

Edge content caching with deep spatiotemporal residual network for IoV in smart city

X Xu, Z Fang, J Zhang, Q He, D Yu, L Qi… - ACM Transactions on …, 2021 - dl.acm.org
Internet of Vehicles (IoV) enables numerous in-vehicle applications for smart cities, driving
increasing service demands for processing various contents (eg, videos). Generally, for …

Edge of things: The big picture on the integration of edge, IoT and the cloud in a distributed computing environment

H El-Sayed, S Sankar, M Prasad, D Puthal… - ieee …, 2017 - ieeexplore.ieee.org
A centralized infrastructure system carries out existing data analytics and decision-making
processes from our current highly virtualized platform of wireless networks and the Internet …

Computation resource allocation and task assignment optimization in vehicular fog computing: A contract-matching approach

Z Zhou, P Liu, J Feng, Y Zhang… - IEEE Transactions …, 2019 - ieeexplore.ieee.org
Vehicular fog computing (VFC) has emerged as a promising solution to relieve the overload
on the base station and reduce the processing delay during the peak time. The computation …

Deep-reinforcement-learning-based offloading scheduling for vehicular edge computing

W Zhan, C Luo, J Wang, C Wang, G Min… - IEEE Internet of …, 2020 - ieeexplore.ieee.org
Vehicular edge computing (VEC) is a new computing paradigm that has great potential to
enhance the capability of vehicle terminals (VTs) to support resource-hungry in-vehicle …

Artificial intelligence empowered edge computing and caching for internet of vehicles

Y Dai, D Xu, S Maharjan, G Qiao… - IEEE Wireless …, 2019 - ieeexplore.ieee.org
Recent advances in edge computing and caching have significant impacts on the
developments of vehicular networks. Nevertheless, the heterogeneous requirements of on …

Deep learning empowered task offloading for mobile edge computing in urban informatics

K Zhang, Y Zhu, S Leng, Y He… - IEEE Internet of …, 2019 - ieeexplore.ieee.org
Led by industrialization of smart cities, numerous interconnected mobile devices, and novel
applications have emerged in the urban environment, providing great opportunities to …

Evolution of IoT-enabled connectivity and applications in automotive industry: A review

MA Rahim, MA Rahman, MM Rahman… - Vehicular …, 2021 - Elsevier
Abstract Emerging Internet of Things (IoT) is considered as blessings for the automotive
industry to offer vast opportunities to inventively create, develop, and enhance seamless …