Being Accurate Is Not Enough: New Metrics for Disk Failure Prediction

2016 IEEE 35th Symposium on Reliable Distributed Systems (SRDS) ◽

10.1109/srds.2016.019 ◽

2016 ◽

Cited By ~ 16

Author(s):

Jing Li ◽

Rebecca J. Stones ◽

Gang Wang ◽

Zhongwei Li ◽

Xiaoguang Liu ◽

...

Keyword(s):

Failure Prediction ◽

Disk Failure

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Toward Adaptive Disk Failure Prediction via Stream Mining

2020 IEEE 40th International Conference on Distributed Computing Systems (ICDCS) ◽

10.1109/icdcs47774.2020.00044 ◽

2020 ◽

Author(s):

Shujie Han ◽

Patrick P. C. Lee ◽

Zhirong Shen ◽

Cheng He ◽

Yi Liu ◽

...

Keyword(s):

Failure Prediction ◽

Stream Mining ◽

Disk Failure

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ASLDP: An Active Semi-supervised Learning method for Disk Failure Prediction

10.1145/3472456.3472490 ◽

2021 ◽

Author(s):

Yang Zhou ◽

Fang Wang ◽

Dan Feng

Keyword(s):

Supervised Learning ◽

Failure Prediction ◽

Learning Method ◽

Disk Failure

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Disk Failure Prediction Model for Information Systems based on SMART Technology

Proceedings of the 2015 International Conference on Electrical, Computer Engineering and Electronics ◽

10.2991/icecee-15.2015.4 ◽

2015 ◽

Cited By ~ 1

Author(s):

Yin Yang ◽

Wei Liang ◽

Wenyi Li

Keyword(s):

Information Systems ◽

Prediction Model ◽

Failure Prediction ◽

Smart Technology ◽

Disk Failure

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Hard Disk Failure Prediction Based on Lightgbm with CID

10.1109/iscc53001.2021.9631504 ◽

2021 ◽

Author(s):

Hengrui Wang ◽

Yahui Yang ◽

Hongzhang Yang

Keyword(s):

Failure Prediction ◽

Hard Disk ◽

Disk Failure

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Tree-Based Model with Advanced Data Preprocessing for Large Scale Hard Disk Failure Prediction

Communications in Computer and Information Science - Large-Scale Disk Failure Prediction ◽

10.1007/978-981-15-7749-9_9 ◽

2020 ◽

pp. 85-99

Author(s):

Qi Wu ◽

Weilong Chen ◽

Wei Bao ◽

Jipeng Li ◽

Peikai Pan ◽

...

Keyword(s):

Large Scale ◽

Failure Prediction ◽

Hard Disk ◽

Data Preprocessing ◽

Disk Failure

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A Voting-Based Robust Model for Disk Failure Prediction

Communications in Computer and Information Science - Large-Scale Disk Failure Prediction ◽

10.1007/978-981-15-7749-9_3 ◽

2020 ◽

pp. 18-29

Author(s):

Manjie Li ◽

Jingjie Li ◽

Ji Yuan

Keyword(s):

Failure Prediction ◽

Robust Model ◽

Disk Failure

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PAKDD 2020 Alibaba AIOps Competition - Large-Scale Disk Failure Prediction: Third Place Team

Communications in Computer and Information Science - Large-Scale Disk Failure Prediction ◽

10.1007/978-981-15-7749-9_2 ◽

2020 ◽

pp. 12-17

Author(s):

Bo Zhou

Keyword(s):

Large Scale ◽

Failure Prediction ◽

Third Place ◽

Disk Failure

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ZTE-Predictor: Disk Failure Prediction System Based on LSTM

2020 50th Annual IEEE-IFIP International Conference on Dependable Systems and Networks-Supplemental Volume (DSN-S) ◽

10.1109/dsn-s50200.2020.00017 ◽

2020 ◽

Author(s):

Hongzhang Yang ◽

Zongzhao Li ◽

Huiyuan Qiang ◽

Zhongliang Li ◽

Yaofeng Tu ◽

...

Keyword(s):

Failure Prediction ◽

Prediction System ◽

Disk Failure

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Large-Scale Disk Failure Prediction

10.1007/978-981-15-7749-9 ◽

2020 ◽

Keyword(s):

Large Scale ◽

Failure Prediction ◽

Disk Failure

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Minority Disk Failure Prediction Based on Transfer Learning in Large Data Centers of Heterogeneous Disk Systems

IEEE Transactions on Parallel and Distributed Systems ◽

10.1109/tpds.2020.2985346 ◽

2020 ◽

Vol 31 (9) ◽

pp. 2155-2169

Author(s):

Ji Zhang ◽

Ke Zhou ◽

Ping Huang ◽

Xubin He ◽

Ming Xie ◽

...

Keyword(s):

Transfer Learning ◽

Data Centers ◽

Failure Prediction ◽

Large Data ◽

Disk Failure

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