Reinforcement learning enabled dynamic resource allocation in the internet of vehicles

H Liang, X Zhang, X Hong, Z Zhang… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
… the Internet of Vehicles is … Internet of Vehicles resource allocation problem as a semi-Markov
decision process that introduces a resource reservation strategy and a secondary resource

Resource allocation in DT-assisted Internet of Vehicles via edge intelligent cooperation

T Liu, L Tang, W Wang, X He, Q Chen… - IEEE Internet of …, 2022 - ieeexplore.ieee.org
… in DT and the real data on resource allocation. With the deepening of the research, factors,
such as the mobility of vehicle and feedback delay are additionally considered in this article. …

QoS‐enabled resource allocation algorithm in internet of vehicles with mobile edge computing

G Wang, F Xu, C Zhao - IET Communications, 2020 - Wiley Online Library
resource allocation for … resource allocation strategy, we propose a reordering algorithm to
re-queue tasks, and a reinforcement learning algorithm to allocate computational resources for …

[HTML][HTML] A joint optimization scheme of content caching and resource allocation for internet of vehicles in mobile edge computing

M Zhang, S Wang, Q Gao - Journal of Cloud Computing, 2020 - Springer
… study the resource management issues in various scenarios and levels in Internet of Vehicles.
… From the perspective of Internet of Vehicles resource management, this paper designs …

Energy-aware dynamic resource allocation in UAV assisted mobile edge computing over social internet of vehicles

L Zhang, Z Zhao, Q Wu, H Zhao, H Xu, X Wu - IEEE Access, 2018 - ieeexplore.ieee.org
… However, our work is to conduct dynamic resource allocation in which the transmit … resource
allocation in UAV assisted MEC environment over dynamic SIoV, wherein each vehicles

Dynamic digital twin and distributed incentives for resource allocation in aerial-assisted internet of vehicles

W Sun, P Wang, N Xu, G Wang… - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
… scheduling and allocation can be performed. We design a two-stage incentive mechanism
for resource allocation based on Stackelberg game where DT of vehicles or road side units (…

Resource allocation for integrated sensing and communication in digital twin enabled internet of vehicles

Y Gong, Y Wei, Z Feng, FR Yu… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
… The goal of this paper is to jointly optimize resource allocation and minimize the ORT of
our system. Furthermore, with the explosive growth of various in-vehicle applications, image …

Joint computation offloading and resource allocation for edge-cloud collaboration in internet of vehicles via deep reinforcement learning

J Huang, J Wan, B Lv, Q Ye, Y Chen - IEEE Systems Journal, 2023 - ieeexplore.ieee.org
… to improve the task processing efficiency for Internet of Vehicles (IoV). In this article, we …
We study the joint optimization of computation offloading and resource allocation (CORA) …

Efficient resource allocation for multimedia streaming in software-defined internet of vehicles

A Montazerolghaem - IEEE Transactions on Intelligent …, 2023 - ieeexplore.ieee.org
… ’ servers and switches are facing resource crises. Multimedia vehicles connected to the
Internet of Things are increasing; there are millions of vehicles and heavy multimedia traffic in the …

Truthful auction mechanisms for resource allocation in the Internet of Vehicles with public blockchain networks

J Zhang, W Lou, H Sun, Q Su, W Li - Future Generation Computer Systems, 2022 - Elsevier
… and the Internet of Vehicles. However, when using blockchain technology, the proof-of-work
completed by vehicles may consume substantial energy and computing resources, which …