Priority-aware computational resource allocation
Vehicular fog computing (VFC) has been expected as a promising scheme that can increase
the computational capability of vehicles without relying on servers. Comparing with …
the computational capability of vehicles without relying on servers. Comparing with …
Priority-aware task offloading in vehicular fog computing based on deep reinforcement learning
Vehicular fog computing (VFC) has been expected as a promising scheme that can increase
the computational capability of vehicles without relying on servers. Comparing with …
the computational capability of vehicles without relying on servers. Comparing with …
Many-to-many task offloading in vehicular fog computing: A multi-agent deep reinforcement learning approach
Vehicular fog computing (VFC) has emerged as a promising solution to mitigate vehicular
network computation load. In the hierarchical VFC, vehicles are employed as mobile fog …
network computation load. In the hierarchical VFC, vehicles are employed as mobile fog …
Federated deep reinforcement learning-based task allocation in vehicular fog computing
The advancement of Internet of Vehicles has brought out various vehicular applications, and
some of the applications are computation-intensive or delay-sensitive. Vehicular fog …
some of the applications are computation-intensive or delay-sensitive. Vehicular fog …
When vehicular fog computing meets autonomous driving: Computational resource management and task offloading
Autonomous driving has the potential to make transportation systems safer, greener and
more efficient. To realize autonomous driving, a great deal of in-car cutting-edge …
more efficient. To realize autonomous driving, a great deal of in-car cutting-edge …
Dynamic many-to-many task offloading in vehicular fog computing: A multi-agent drl approach
Confronted with the increasing computation-intensive requirements of vehicular
applications, vehicular fog computing (VFC) has emerged as the promising solution to …
applications, vehicular fog computing (VFC) has emerged as the promising solution to …
Energy-latency tradeoff for dynamic computation offloading in vehicular fog computing
Vehicular Fog Computing (VFC) provides solutions to relieves overload cloudlet nodes,
reduces service latency during peak times, and saves energy for battery-powered cloudlet …
reduces service latency during peak times, and saves energy for battery-powered cloudlet …
CODE-V: Multi-hop computation offloading in Vehicular Fog Computing
MM Hussain, MMS Beg - Future Generation Computer Systems, 2021 - Elsevier
Abstract Vehicular Fog Computing (VFC) is an extension of fog computing in Intelligent
Transportation Systems (ITS). It is an emerging computing model that leverages latency …
Transportation Systems (ITS). It is an emerging computing model that leverages latency …
Data-driven capacity planning for vehicular fog computing
The strict latency constraints of emerging vehicular applications make it unfeasible to
forward sensing data from vehicles to the cloud for processing. To shorten network latency …
forward sensing data from vehicles to the cloud for processing. To shorten network latency …
Real-time task offloading for data and computation intensive services in vehicular fog computing environments
Recent advances in wireless communication, sensing, and computing technologies have
paved the way for the development of a new era of Internet of Vehicles (IoV). Nevertheless, it …
paved the way for the development of a new era of Internet of Vehicles (IoV). Nevertheless, it …