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公開一篇IEEE ComMag論文中用于預測機器故障的數據集
來源: 黃華威/
中山大學
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2020-01-26

我們于2019年3月在中科院一區雜志 IEEE Communications Magazine 發表了一篇關于預測機器故障的論文。現在公開論文里用到的機器學習數據集。請前往 HUANG-LAB@SYSU 實驗室主頁的【數據集】頁面下載該數據集與相關的技術報告。


論文信息如下:

Huawei Huang, and Song Guo, “Proactive Failure Recovery for NFV in Distributed Edge Computing”, IEEE Communications Magazine, vol. 57, no. 5, pp. 131-137, March 2019


 This dataset can be used to implement the failure prediction using machine learning methods and AI approaches such as SVM, random forest, or deep learning algorithms. Besides the original dataset, I also provide two reports written by two visiting students when they performed a visiting-study in my lab in July 2019.


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