DeTTO: dependency-aware trustworthy task offloading in vehicular IoT
In this paper, we investigate the dependency-aware trustworthy task offloading problem
(DeTTO), especially in an IoT-enabled vehicular network, where a large computation …
(DeTTO), especially in an IoT-enabled vehicular network, where a large computation …
Efficient and trusted task offloading in vehicular edge computing networks
In order to meet the ever-increasing task processing demands of computation-intensive and
delay-sensitive applications in the era of autonomous driving, a promising approach is to …
delay-sensitive applications in the era of autonomous driving, a promising approach is to …
Mobility and dependency-aware task offloading for intelligent assisted driving in vehicular edge computing networks
Y Li, C Yang, X Chen, Y Liu - Vehicular Communications, 2024 - Elsevier
Intelligent assisted driving is an important application in vehicular edge computing networks
(VECNs). In the intelligent transportation system (ITS), a group of moving vehicle users need …
(VECNs). In the intelligent transportation system (ITS), a group of moving vehicle users need …
Multiagent deep reinforcement learning for vehicular computation offloading in IoT
X Zhu, Y Luo, A Liu, MZA Bhuiyan… - IEEE Internet of Things …, 2020 - ieeexplore.ieee.org
The development of the Internet of Things (IoT) and intelligent vehicles brings a comfortable
environment for users. Various emerging vehicular applications using artificial intelligence …
environment for users. Various emerging vehicular applications using artificial intelligence …
Reinforcement Learning for Optimizing Delay-Sensitive Task Offloading in Vehicular Edge-Cloud Computing
With the appearance of more and more devices connected to the Internet, the world has
witnessed an ever-growing number of data to be processed. Among those, many tasks …
witnessed an ever-growing number of data to be processed. Among those, many tasks …
A DAG-based secure cooperative task offloading scheme in vehicular networks
Cooperative task offloading is a promising solution to improve computation efficiency and
reduce task delay in vehicular networks. However, trust risk among vehicles leads to security …
reduce task delay in vehicular networks. However, trust risk among vehicles leads to security …
URLLC resource slicing and scheduling for trustworthy 6G vehicular services: A federated reinforcement learning approach
M Hao, D Ye, S Wang, B Tan, R Yu - Physical Communication, 2021 - Elsevier
In the upcoming 6G era, vehicles will massively connect to the wireless network through
edge access points such as roadside units (RSUs). The increasing number of connected …
edge access points such as roadside units (RSUs). The increasing number of connected …
An opportunistic vehicle-based task assignment for IoT offloading
IoT is one of the most prolific origins of data that is collected from sensory inputs. IoT devices
are characterized by low computational power, thus motivating the computation offloading …
are characterized by low computational power, thus motivating the computation offloading …
Trust-aware service offloading for video surveillance in edge computing enabled internet of vehicles
Internet of Vehicles (IoV) supports multiple traffic services by processing abundant data from
sensors and video surveillance devices. With edge computing, video surveillance services …
sensors and video surveillance devices. With edge computing, video surveillance services …
A Proactive Stable Scheme for Vehicular Collaborative Edge Computing
Due to the restricted computing resources and high upgrading costs, onboard processors
alone cannot meet the quality of service (QoS) requirements of the emerging and constantly …
alone cannot meet the quality of service (QoS) requirements of the emerging and constantly …