Resource allocation in vehicular cloud computing systems with heterogeneous vehicles and roadside units

CC Lin, DJ Deng, CC Yao - IEEE Internet of Things Journal, 2017 - ieeexplore.ieee.org
Vehicular cloud computing (VCC) system coordinates the vehicular cloud (consisting of
vehicles' computing resources) and the remote cloud properly to provide in-time services to …

A novel adaptive resource allocation model based on SMDP and reinforcement learning algorithm in vehicular cloud system

H Liang, X Zhang, J Zhang, Q Li… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
In this paper, we propose a novel adaptive cloud resource allocation model based on Semi-
Markov Decision Process (SMDP) and Reinforcement Learning (RL) algorithm in vehicular …

An SMDP-based resource allocation in vehicular cloud computing systems

K Zheng, H Meng, P Chatzimisios… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
Vehicular ad hoc networks are expected to significantly improve traffic safety and
transportation efficiency while providing a comfortable driving experience. However …

Toward cloud-based vehicular networks with efficient resource management

R Yu, Y Zhang, S Gjessing, W Xia, K Yang - Ieee Network, 2013 - ieeexplore.ieee.org
In the era of the Internet of Things, all components in intelligent transportation systems will
be connected to improve transport safety, relieve traffic congestion, reduce air pollution, and …

Multi-objective optimization for resource allocation in vehicular cloud computing networks

W Wei, R Yang, H Gu, W Zhao… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Modern transportation is associated with considerable challenges related to safety, mobility,
the environment and space limitations. Vehicular networks are widely considered to be a …

Cooperative task scheduling for computation offloading in vehicular cloud

F Sun, F Hou, N Cheng, M Wang… - IEEE Transactions …, 2018 - ieeexplore.ieee.org
Technological evolutions in the automobile industry, especially the development of
connected and autonomous vehicles, have granted vehicles more computing, storage, and …

A survey on vehicular cloud computing

M Whaiduzzaman, M Sookhak, A Gani… - Journal of Network and …, 2014 - Elsevier
Vehicular networking has become a significant research area due to its specific features and
applications such as standardization, efficient traffic management, road safety and …

A smart cloud service management algorithm for vehicular clouds

SK Pande, SK Panda, S Das, M Alazab… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
Vehicular clouds (VCs) have become a promising research area due to its on-demand
solutions, resource pooling, unified services, autonomous cloud formation and …

Multimedia services in cloud-based vehicular networks

MK Jiau, SC Huang, JN Hwang… - IEEE Intelligent …, 2015 - ieeexplore.ieee.org
Research into the requirements for mobile services has seen a growing interest in the fields
of cloud technology and vehicular applications. Integrating cloud computing and storage …

Vehicular cloud computing: A survey

L Gu, D Zeng, S Guo - 2013 IEEE Globecom Workshops (GC …, 2013 - ieeexplore.ieee.org
With the proliferation of automobile industry, vehicles are augmented with various forms of
increasingly powerful computation, communication, storage and sensing resources. A …