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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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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Large-Scale Disk Failure Prediction

10.1007/978-981-15-7749-9 ◽

2020 ◽

Keyword(s):

Large Scale ◽

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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Noise Feature Selection Method in PAKDD 2020 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_11 ◽

2020 ◽

pp. 109-118

Author(s):

Yifan Peng ◽

Junfeng Xu ◽

Nan Zhao

Keyword(s):

Feature Selection ◽

Large Scale ◽

Feature Selection Method ◽

Failure Prediction ◽

Selection Method ◽

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A Failure Prediction Model for Large Scale Cloud Applications using Deep Learning

2021 IEEE International Systems Conference (SysCon) ◽

10.1109/syscon48628.2021.9447141 ◽

2021 ◽

Author(s):

Mohammad S. Jassas ◽

Qusay H. Mahmoud

Keyword(s):

Deep Learning ◽

Prediction Model ◽

Large Scale ◽

Failure Prediction ◽

Cloud Applications

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On Workload-Aware DRAM Failure Prediction in Large-Scale Data Centers

2021 IEEE 39th VLSI Test Symposium (VTS) ◽

10.1109/vts50974.2021.9441059 ◽

2021 ◽

Author(s):

Xingyi Wang ◽

Yu Li ◽

Yiquan Chen ◽

Shiwen Wang ◽

Yin Du ◽

...

Keyword(s):

Large Scale ◽

Data Centers ◽

Failure Prediction ◽

Large Scale Data ◽

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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 ◽

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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 ◽

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DRAM Failure Prediction in Large-Scale Data Centers

10.1109/jcc53141.2021.00012 ◽

2021 ◽

Author(s):

Fengyuan Yu ◽

Hongzuo Xu ◽

Songlei Jian ◽

Chenlin Huang ◽

Yijie Wang ◽

...

Keyword(s):

Large Scale ◽

Data Centers ◽

Failure Prediction ◽

Large Scale Data ◽

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Proactive drive failure prediction for large scale storage systems

2013 IEEE 29th Symposium on Mass Storage Systems and Technologies (MSST) ◽

10.1109/msst.2013.6558427 ◽

2013 ◽

Author(s):

Bingpeng Zhu ◽

Gang Wang ◽

Xiaoguang Liu ◽

Dianming Hu ◽

Sheng Lin ◽

...

Keyword(s):

Large Scale ◽

Storage Systems ◽

Failure Prediction

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