UAV Swarm Cooperative Target Search: A Multi-Agent Reinforcement Learning Approach

Y Hou, J Zhao, R Zhang, X Cheng… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
The development of machine learning and artificial intelligence algorithms, as well as the
progress of unmanned aerial vehicle swarm technology, has significantly enhanced the …

Towards secure and trustworthy vehicular fog computing: A survey

O Nazih, N Benamar, H Lamaazi, H Choaui - IEEE Access, 2024 - ieeexplore.ieee.org
The integration of fog computing in vehicular networks has led to significant advancements
in road safety, traffic control, entertainment, and comfort services. Vehicular Fog Computing …

Multi-Agent Proximal Policy Optimization-Based Dynamic Client Selection for Federated AI in 6G-Oriented Internet of Vehicles

T Yu, X Wang, J Hu, J Yang - IEEE Transactions on Vehicular …, 2024 - ieeexplore.ieee.org
In the era of 5G-Advanced and 6 G, decentralized machine learning algorithms, particular
federated learning (FL), has become a critical enabling technology for future Internet of …

OptiFog: A Framework for Acquiring State Information and Predicting Resource Availability for Task Offloading in Cooperative Fog-Networks

M Alam, N Ahmed, S Ghosh, R Matam… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
The primary objective of fog computing is to minimize the reliance of IoT devices on the
cloud by leveraging the resources of fog network. Typically, IoT devices offload computation …

Efficient approaches for task offloading in point-of-interest based vehicular fog computing

Y Sun, J Wu, Y Wu, L Chen, W Sun - The Journal of Supercomputing, 2024 - Springer
Vehicular fog computing (VFC), as the extension of the mobile cloud, has been widely
investigated. However, in most existing VFC works, the scenario with point-of-interests (PoIs) …

An Approximation Algorithm for Joint Data Uploading and Task Offloading in IoV

H Ren, K Liu, C Liu, G Yan, Y Li - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
This paper investigates cooperative data uploading and task offloading in heterogeneous
Internet of Vehicles (IoV). Specifically, considering the characteristics that different tasks may …

Dynamic Traffic Engineering for Cooperative Fog-Cloud Environment: Trade-Off Analysis of Cost and Utilization Under Different Load Conditions

MR Rahman, MMS Maswood - Available at SSRN 4656653 - papers.ssrn.com
Fog computing has become an attractive computing method for different IoT (Internet of
Things) applications that require low latency and location awareness. It provides low latency …