Decision algorithm for computational offloading in vehicular fog computing with pedestrians

PG Rocha, A Souza, FA Silva… - 2022 IEEE 11th …, 2022 - ieeexplore.ieee.org
2022 IEEE 11th International Conference on Cloud Networking (CloudNet), 2022ieeexplore.ieee.org
With a more significant number of devices integrated and connected in a VANET (Vehicular
Ad Hoc Networks), there is greater availability and variety of computing resources to run
applications. In VANETs, VFC (Vehicular Fog Computing) technology establishes vehicles,
edge, and cloud as resource-providing infrastructures. However, the use of VFC as
infrastructure for pedestrians is still limited, with few works addressing computational
offloading in such a scenario. In this context, we implemented a decision algorithm for the …
With a more significant number of devices integrated and connected in a VANET (Vehicular Ad Hoc Networks), there is greater availability and variety of computing resources to run applications. In VANETs, VFC (Vehicular Fog Computing) technology establishes vehicles, edge, and cloud as resource-providing infrastructures. However, the use of VFC as infrastructure for pedestrians is still limited, with few works addressing computational offloading in such a scenario. In this context, we implemented a decision algorithm for the offloading process based on resources provided by VFC to guarantee better offloading and latency rates. The results showed that the implemented algorithm obtained efficiency rates above 90% in the tested scenarios and a reduction of up to 40% in the offloading execution time compared to a random approach tested.
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