Communications in Computer and Information Science - Large-Scale Disk Failure Prediction
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Published By Springer Singapore

9789811577482, 9789811577499

Latest Documents Most Cited Documents Contributed Authors Related Sources Related Keywords

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 ◽

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First Place Solution of PAKDD Cup 2020

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

10.1007/978-981-15-7749-9_4 ◽

2020 ◽

pp. 30-39

Author(s):

Jie Zhang ◽

Zeyong Sun ◽

Jiahui Lu

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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 ◽

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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 ◽

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Summary of PAKDD CUP 2020: From Organizers’ Perspective

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

10.1007/978-981-15-7749-9_13 ◽

2020 ◽

pp. 130-142

Author(s):

Cheng He ◽

Yi Liu ◽

Tao Huang ◽

Fan Xu ◽

Jiongzhou Liu ◽

...

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SHARP: SMART HDD Anomaly Risk Prediction

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

10.1007/978-981-15-7749-9_8 ◽

2020 ◽

pp. 74-84

Author(s):

Wei Liu ◽

Yang Xue ◽

Pan Liu

Keyword(s):

Risk Prediction

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Anomaly Detection of Hard Disk Drives Based on Multi-scale Feature

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

10.1007/978-981-15-7749-9_5 ◽

2020 ◽

pp. 40-50

Author(s):

Xiandong Ran ◽

Zhou Su

Keyword(s):

Anomaly Detection ◽

Hard Disk Drives ◽

Hard Disk ◽

Disk Drives ◽

Scale Feature ◽

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PAKDD2020 Alibaba AI Ops Competition: An SPE-LightGBM Approach

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

10.1007/978-981-15-7749-9_10 ◽

2020 ◽

pp. 100-108

Author(s):

Yuanpeng Li ◽

Yaoran Sun

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Disk Failure Prediction: An In-Depth Comparison Between Deep Neural Networks and Tree-Based Models

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

10.1007/978-981-15-7749-9_6 ◽

2020 ◽

pp. 51-63

Author(s):

Xiang Lan ◽

Pin Lin Tan ◽

Mengling Feng

Keyword(s):

Neural Networks ◽

Deep Neural Networks ◽

Failure Prediction ◽

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PAKDD2020 Alibaba AI Ops Competition: Large-Scale Disk Failure Prediction

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

10.1007/978-981-15-7749-9_7 ◽

2020 ◽

pp. 64-73

Author(s):

Run-Qing Chen

Keyword(s):

Large Scale ◽

Failure Prediction ◽

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