Perception task offloading with collaborative computation for autonomous driving

Z Xiao, J Shu, H Jiang, G Min… - IEEE Journal on …, 2022 - ieeexplore.ieee.org
Autonomous driving has so far received numerous attention from academia and industry.
However, the inevitable occlusion is a great menace to safety and reliable driving. Existing …

Spectral graph theory-based virtual network embedding for vehicular fog computing: A deep reinforcement learning architecture

N Chen, P Zhang, N Kumar, CH Hsu… - Knowledge-Based …, 2022 - Elsevier
In the intelligent transportation system (ITS), the vehicular fog computing network (VFCN)
can effectively alleviate the bottleneck existing in the cloud computing framework, such as …

SONG: A multi-objective evolutionary algorithm for delay and energy aware facility location in vehicular fog networks

MM Hussain, AT Azar, R Ahmed, S Umar Amin… - Sensors, 2023 - mdpi.com
With the emergence of delay-and energy-critical vehicular applications, forwarding sense-
actuate data from vehicles to the cloud became practically infeasible. Therefore, a new …

On-demand vehicular fog computing for beyond 5G networks

W Mao, OU Akgul, B Cho, Y Xiao… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Emerging compute-intensive and latency-sensitive vehicular applications are expected to be
deployed at the edge instead of the cloud to shorten the network latency. Mobile fog nodes …

TSM: Temporal segmentation and modules-based computation offloading using predictive analytics and NR-V2X

MI Khattak, H Yuan, A Ahmad, A Khan, A Hawbani - Internet of Things, 2023 - Elsevier
Recent increases in the usage of applications dependent on distributed computing have
persuaded designers and entrepreneurs to utilize these solutions for diverse purposes …

Strategy-Proof Computational Resource Reservation Based on Dynamic Matching for Vehicular Edge Computing

C Su, J Guo, Y Dong, Z Chen… - IEEE Internet of …, 2023 - ieeexplore.ieee.org
With the rapid development of autonomous driving and edge computing, vehicular edge
computing (VEC) has become an emerging paradigm that allows vehicles with abundant …

Verifiable and privacy-preserving fine-grained data management in vehicular fog computing: A game theory-based approach

Z Seyedi, F Rahmati, M Ali, X Liu - Peer-to-Peer Networking and …, 2024 - Springer
Vehicular fog computing (VFC) is a powerful technology that extends fog computing to
regular vehicular networks, providing end-users and vehicles with ultra-low-latency services …

VFogSim: A data-driven platform for simulating vehicular fog computing environment

ÖU Akgül, W Mao, B Cho, Y Xiao - IEEE Systems Journal, 2023 - ieeexplore.ieee.org
Edge/fog computing is a key enabling technology in 5G and beyond for fulfilling the tight
latency requirements of emerging vehicle applications, such as cooperative and …

Deadline-aware task offloading for vehicular edge computing networks using traffic light data

P Oza, N Hudson, T Chantem… - ACM Transactions on …, 2024 - dl.acm.org
As vehicles have become increasingly automated, novel vehicular applications have
emerged to enhance the safety and security of the vehicles and improve user experience …

Multi-layer edge resource placement optimization for factories

J Zietsch, R Kulaga, H Held, C Herrmann… - Journal of Intelligent …, 2024 - Springer
Introducing distributed computing paradigms to the manufacturing domain increases the
difficulty of designing and planning an appropriate IT infrastructure. This paper proposes a …