Edge Computing Offloading Method Based on Deep Reinforcement Learning for Gas Pipeline Leak Detection

Edge Computing Offloading Method Based on Deep Reinforcement Learning for Gas Pipeline Leak Detection

Traditional gas pipeline leak detection methods require task offload decisions in the cloud, which has low real time performance. The emergence of edge computing provides a solution by enabling offload decisions directly at the edge server, improving real-time performance; however, energy is the new...

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Bibliographic Details
Main Authors: Dong Wei, Renjun Wang, Changqing Xia, Tianhao Xia, Xi Jin, Chi Xu
Format: Article
Language:English
Published: MDPI AG 2022-12-01
Series:Mathematics
Subjects:
edge computing
deep reinforcement learning
heuristic algorithm
task offloading
resource allocation
Online Access:https://www.mdpi.com/2227-7390/10/24/4812

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