NetAP-ML: Machine Learning-Assisted Adaptive Polling Technique for Virtualized IoT Devices

To maximize the performance of IoT devices in edge computing, an adaptive polling technique that efficiently and accurately searches for the workload-optimized polling interval is required. In this paper, we propose NetAP-ML, which utilizes a machine learning technique to shrink the search space for...

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Bibliographic Details
Main Authors: Hyunchan Park, Younghun Go, Kyungwoon Lee, Cheol-Ho Hong
Format: Article
Language:English
Published: MDPI AG 2023-01-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/23/3/1484