Architectural design alternatives based on cloud/edge/fog computing for connected vehicles
As vehicles playing an increasingly important role in people's daily life, requirements on
safer and more comfortable driving experience have arisen. Connected vehicles (CVs) can …
safer and more comfortable driving experience have arisen. Connected vehicles (CVs) can …
Computation offloading and resource allocation for cloud assisted mobile edge computing in vehicular networks
Computation offloading services provide required computing resources for vehicles with
computation-intensive tasks. Past computation offloading research mainly focused on …
computation-intensive tasks. Past computation offloading research mainly focused on …
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 …
the environment and space limitations. Vehicular networks are widely considered to be a …
VANETs cloud: architecture, applications, challenges, and issues
Vehicles which are the nodes in VANETs are equipped with powerful resources to enable
the safe and quick dissemination of information for reliable and trusty intelligent …
the safe and quick dissemination of information for reliable and trusty intelligent …
Cost-efficient mobility offloading and task scheduling for microservices IoVT applications in container-based fog cloud network
These days, the usage of the internet of Vehicle Things (IVoT) applications such as E-
Business, E-Train, E-Ambulance has been growing progressively. These applications …
Business, E-Train, E-Ambulance has been growing progressively. These applications …
Computation offloading for vehicular environments: A survey
With significant advances in communication and computing, modern day vehicles are
becoming increasingly intelligent. This gives them the ability to contribute to safer roads and …
becoming increasingly intelligent. This gives them the ability to contribute to safer roads and …
Contract-based computing resource management via deep reinforcement learning in vehicular fog computing
J Zhao, M Kong, Q Li, X Sun - IEEE Access, 2019 - ieeexplore.ieee.org
Vehicle fog computing (VFC) is proposed as a solution that can significantly reduce the task
processing overload of base station during the peak time, where the vehicle as a fog node …
processing overload of base station during the peak time, where the vehicle as a fog node …
Federated-reinforcement-learning-enabled joint communication, sensing, and computing resources allocation in connected automated vehicles networks
For future connected automated vehicles (CAVs) networks, the joint optimization of
communication, sensing, and computing resources is crucial to guarantee the performance …
communication, sensing, and computing resources is crucial to guarantee the performance …
Dynamic cloud resource allocation considering demand uncertainty
Cloud computing provisions scalable resources for high performance industrial applications.
Cloud providers usually offer two types of usage plans: reserved and on-demand. Reserved …
Cloud providers usually offer two types of usage plans: reserved and on-demand. Reserved …
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 …
Markov Decision Process (SMDP) and Reinforcement Learning (RL) algorithm in vehicular …