FPTSF: A Failure Prediction of Hard Disks Based on Time Series Features Towards Low Quality Dataset
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Publisher
Springer Nature Singapore
Link
https://link.springer.com/content/pdf/10.1007/978-981-97-7244-5_38
Reference16 articles.
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3. Coursey, A., Nath, G., Prabhu, S., et al.: Remaining useful life estimation of hard disk drives using bidirectional LSTM networks In: 2021 IEEE International Conference on Big Data, pp. 4832–4841. IEEE (2021)
4. Liu, Y., Guan, Y., Jiang, T., et al.: SPAE: lifelong disk failure prediction via end-to-end GAN-based anomaly detection with ensemble update. Futur. Gener. Comput. Syst. 148, 460–471 (2023)
5. Gargiulo, F., Duellmann, D., Arpaia, P., et al.: Predicting hard disk failure by means of automatized labeling and machine learning approach. Appl. Sci. 11(18), 8293 (2021)
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