Advanced deep learning-based computational offloading for multilevel vehicular edge-cloud computing networks

M Khayyat, IA Elgendy, A Muthanna… - IEEE …, 2020 - ieeexplore.ieee.org
The promise of low latency connectivity and efficient bandwidth utilization has driven the
recent shift from vehicular cloud computing (VCC) towards vehicular edge computing (VEC) …

Task offloading and resource allocation for IoV using 5G NR-V2X communication

S Raza, S Wang, M Ahmed, MR Anwar… - IEEE Internet of …, 2021 - ieeexplore.ieee.org
Vehicular edge computing (VEC) is an innovative computing paradigm with an exceptional
ability to improve the vehicles' capacity to manage computation-intensive applications with …

A review on VANET research: Perspective of recent emerging technologies

MJN Mahi, S Chaki, S Ahmed, M Biswas… - IEEE …, 2022 - ieeexplore.ieee.org
Recent technology has modeled VANET (vehicular adhoc network) communication well in
terms of privileges to derive vehicular communication technologically to save time, energy …

Mobile edge computing for V2X architectures and applications: A survey

L Bréhon–Grataloup, R Kacimi, AL Beylot - Computer Networks, 2022 - Elsevier
In mobile environments, with the help of larger bandwidths and cloud computing solutions,
any task can be offloaded from a mobile user equipment to be handled remotely. However …

Machine-learning-assisted security and privacy provisioning for edge computing: A survey

S Singh, R Sulthana, T Shewale… - IEEE Internet of …, 2021 - ieeexplore.ieee.org
Edge computing (EC), is a technological game changer that has the ability to connect
millions of sensors and provide services at the device end. The broad vision of EC integrates …

[HTML][HTML] IRATS: A DRL-based intelligent priority and deadline-aware online resource allocation and task scheduling algorithm in a vehicular fog network

B Jamil, H Ijaz, M Shojafar, K Munir - Ad hoc networks, 2023 - Elsevier
Cloud computing platforms support the Internet of Vehicles, but the main bottlenecks are
high latency and massive data transmission in cloud-based processing. Vehicular fog …

[HTML][HTML] A survey on vehicular task offloading: Classification, issues, and challenges

M Ahmed, S Raza, MA Mirza, A Aziz, MA Khan… - Journal of King Saud …, 2022 - Elsevier
Emerging vehicular applications with strict latency and reliability requirements pose high
computing requirements, and current vehicles' computational resources are not adequate to …

Task offloading in vehicular fog computing: State-of-the-art and open issues

AMA Hamdi, FK Hussain, OK Hussain - Future Generation Computer …, 2022 - Elsevier
Vehicular fog computing (VFC) has been proposed as a promising solution to overcome the
limitations of edge computing. In VFC, the idle resources of moving and parked vehicles can …

Dynamic service placement in multi-access edge computing: A systematic literature review

HT Malazi, SR Chaudhry, A Kazmi, A Palade… - IEEE …, 2022 - ieeexplore.ieee.org
The advent of new cloud-based applications such as mixed reality, online gaming,
autonomous driving, and healthcare has introduced infrastructure management challenges …

A new algorithm of clustering AODV based on edge computing strategy in IOV

D Zhang, C Gong, T Zhang, J Zhang, M Piao - Wireless Networks, 2021 - Springer
In the vehicular ad hoc network (VANET), due to the particularity of high-speed movement of
vehicle nodes, there are higher challenges in link stability and network topology control …