A collaborative computation and dependency-aware task offloading method for vehicular edge computing: a reinforcement learning approach

A collaborative computation and dependency-aware task offloading method for vehicular edge computing: a reinforcement learning approach

Abstract Vehicular edge computing (VEC) is emerging as a new computing paradigm to improve the quality of vehicular services and enhance the capabilities of vehicles. It enables performing tasks with low latency by deploying computing and storage resources close to vehicles. However, the traditional...

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Bibliographic Details
Main Authors: Guozhi Liu, Fei Dai, Bi Huang, Zhenping Qiang, Shuai Wang, Lecheng Li
Format: Article
Language:English
Published: SpringerOpen 2022-10-01
Series:Journal of Cloud Computing: Advances, Systems and Applications
Subjects:
Task offloading
Task dependency
Vehicular edge computing
Vehicle-edge-cloud collaborative computing
Deep deterministic policy gradient
Deep reinforcement learning
Online Access:https://doi.org/10.1186/s13677-022-00340-3

Internet

https://doi.org/10.1186/s13677-022-00340-3

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