Predicting Hard Disk Failures in Data Centers Using Temporal Convolutional Neural Networks

Author:

Burrello Alessio,Pagliari Daniele Jahier,Bartolini Andrea,Benini Luca,Macii Enrico,Poncino Massimo

Publisher

Springer International Publishing

Reference19 articles.

1. Aggarwal, K., Atan, O., Farahat, A.K., Zhang, C., Ristovski, K., Gupta, C.: Two birds with one network: unifying failure event prediction and time-to-failure modeling. CoRR abs/1812.0 (2018). http://arxiv.org/abs/1812.07142

2. Anantharaman, P., Qiao, M., Jadav, D.: Large scale predictive analytics for hard disk remaining useful life estimation. In: 2018 IEEE International Congress on Big Data (BigData Congress), pp. 251–254 (2018). https://doi.org/10.1109/BigDataCongress.2018.00044

3. Apiletti, D., et al.: iSTEP, an integrated self-tuning engine for predictive maintenance in industry 4.0. In: 2018 IEEE International Conference on Parallel & Distributed Processing with Applications, Ubiquitous Computing & Communications, Big Data & Cloud Computing, Social Computing & Networking, Sustainable Computing & Communications, pp. 924–931 (2018). https://doi.org/10.1109/BDCloud.2018.00136

4. Backblaze: Backblaze dataset (2019). https://www.backblaze.com/b2/hard-drive-test-data.html

5. Bai, S., Kolter, J.Z., Koltun, V.: An empirical evaluation of generic convolutional and recurrent networks for sequence modeling. arXiv preprint arXiv:1803.01271 (2018)

Cited by 5 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. DiskTransformer: A Transformer Network for Hard Disk Failure Prediction;2024 7th International Conference on Artificial Intelligence and Big Data (ICAIBD);2024-05-24

2. Dynamic Decision Tree Ensembles for Energy-Efficient Inference on IoT Edge Nodes;IEEE Internet of Things Journal;2024-01-01

3. FPTSF: A Failure Prediction of Hard Disks Based on Time Series Features Towards Low Quality Dataset;Lecture Notes in Computer Science;2024

4. DCGAN with Quadratic Potential for Hard Disk Failure Prediction in Operational Data Center;2023 6th International Conference on Information Communication and Signal Processing (ICICSP);2023-09-23

5. Bioformers: Embedding Transformers for Ultra-Low Power sEMG-based Gesture Recognition;2022 Design, Automation & Test in Europe Conference & Exhibition (DATE);2022-03-14

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3