Dependency-Aware Task Scheduling for Vehicular Networks Enhanced by the Integration of Sensing, Communication and Computing

X Cai, Y Fan, W Yue, Y Fu, C Li - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Vehicular networks have evolved to a new stage where they integrate sensing,
communication, and computing capabilities, giving rise to a multitude of vehicular …

Dependency-aware vehicular task scheduling policy for tracking service VEC networks

C Li, F Liu, B Wang, CLP Chen, X Tang… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
In this paper, we study a tracking service vehicular edge computing (VEC) network that
provides computation offloading service for Intelligent vehicles, where computational tasks …

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 …

EPtask: Deep reinforcement learning based energy-efficient and priority-aware task scheduling for dynamic vehicular edge computing

P Li, Z Xiao, X Wang, K Huang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
The increasing complexity of vehicles has led to a growing demand for in-vehicle services
that rely on multiple sensors. In the Vehicular Edge Computing (VEC) paradigm, energy …

A comprehensive review of computing paradigms, enabling computation offloading and task execution in vehicular networks

A Waheed, MA Shah, SM Mohsin, A Khan… - IEEE …, 2022 - ieeexplore.ieee.org
Road safety, optimized traffic management, and passenger comfort have always been the
primary goals of the vehicle networking research community. Advances in computer and …

Joint Optimization of Computation Offloading and Resource Allocation Considering Task Prioritization in ISAC-Assisted Vehicular Network

D Cao, M Wu, N Gu, RS Sherratt… - IEEE Internet of …, 2024 - ieeexplore.ieee.org
In the vehicular networks (VN) assisted by the integration of sensing and communication
(ISAC), rapid processing of data from sensors is a necessary condition to ensure safe driving …

A reinforcement learning based task offloading scheme for vehicular edge computing network

J Zhang, H Guo, J Liu - … on artificial intelligence for communications and …, 2019 - Springer
Recently, the trends of automation and intelligence in vehicular networks have led to the
emergence of intelligent connected vehicles (ICVs), and various intelligent applications like …

Dependency-aware task scheduling in vehicular edge computing

Y Liu, S Wang, Q Zhao, S Du, A Zhou… - IEEE Internet of …, 2020 - ieeexplore.ieee.org
Vehicular edge computing (VEC) offers a new paradigm to improve vehicular services and
augment the capabilities of vehicles. In this article, we study the problem of task scheduling …

V2V-based task offloading and resource allocation in vehicular edge computing networks

J He, Y Wang, X Du, Z Lu - arXiv preprint arXiv:2112.15065, 2021 - arxiv.org
In the research and application of vehicle ad hoc networks (VANETs), it is often assumed
that vehicles obtain cloud computing services by accessing to roadside units (RSUs) …

Software-defined optimal computation task scheduling in vehicular edge networking

Z Li, E Peng - Sensors, 2021 - mdpi.com
With the development of smart vehicles and various vehicular applications, Vehicular Edge
Computing (VEC) paradigm has attracted from academic and industry. Compared with the …