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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
Download Full-text
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Disk Failure Prediction Model for Information Systems based on SMART Technology
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Cited By ~ 1
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Yin Yang
◽
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Wenyi Li
Keyword(s):
Information Systems
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Prediction Model
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Failure Prediction
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Hard Disk Failure Prediction Based on Lightgbm with CID
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Tree-Based Model with Advanced Data Preprocessing for Large Scale Hard Disk Failure Prediction
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10.1007/978-981-15-7749-9_9
◽
2020
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pp. 85-99
Author(s):
Qi Wu
◽
Weilong Chen
◽
Wei Bao
◽
Jipeng Li
◽
Peikai Pan
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...
Keyword(s):
Large Scale
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Failure Prediction
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Hard Disk
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Data Preprocessing
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A Voting-Based Robust Model for Disk Failure Prediction
Communications in Computer and Information Science - Large-Scale Disk Failure Prediction
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10.1007/978-981-15-7749-9_3
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2020
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pp. 18-29
Author(s):
Manjie Li
◽
Jingjie Li
◽
Ji Yuan
Keyword(s):
Failure Prediction
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Robust Model
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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
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10.1007/978-981-15-7749-9_2
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2020
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pp. 12-17
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Bo Zhou
Keyword(s):
Large Scale
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Failure Prediction
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Third Place
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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)
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10.1109/dsn-s50200.2020.00017
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Author(s):
Hongzhang Yang
◽
Zongzhao Li
◽
Huiyuan Qiang
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Zhongliang Li
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Yaofeng Tu
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...
Keyword(s):
Failure Prediction
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Prediction System
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Disk Failure
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Large-Scale Disk Failure Prediction
10.1007/978-981-15-7749-9
◽
2020
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Keyword(s):
Large Scale
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Failure Prediction
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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
◽
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◽
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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ECONOMIC MODEL FOR EVALUATING EFFICIENCY OF HARD DISK FAILURE PREDICTION ALGORITHMS
Far East Journal of Mathematical Sciences (FJMS)
◽
10.17654/ms100111941
◽
2016
◽
Vol 100
(11)
◽
pp. 1941-1949
Author(s):
A. V. Vladimirov
◽
A. N. Lipatov
Keyword(s):
Economic Model
◽
Failure Prediction
◽
Hard Disk
◽
Prediction Algorithms
◽
Disk Failure
Download Full-text
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