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Hard Disk Failure Prediction Based on Lightgbm with CID

2021 ◽  
Author(s):  
Hengrui Wang ◽  
Yahui Yang ◽  
Hongzhang Yang
Keyword(s):  
Failure Prediction ◽  
Hard Disk ◽  
Disk Failure

NTAM: Neighborhood-Temporal Attention Model for Disk Failure Prediction in Cloud Platforms

2021 ◽  
Author(s):  
Chuan Luo ◽  
Pu Zhao ◽  
Bo Qiao ◽  
Youjiang Wu ◽  
Hongyu Zhang ◽  
...  
Keyword(s):  
Failure Prediction ◽  
Temporal Attention ◽  
Attention Model ◽  
Disk Failure

Hard Disk Failure Prediction via Transfer Learning

2021 ◽  
pp. 522-536
Author(s):  
Rui Zhao ◽  
Donghai Guan ◽  
Yuanfeng Jin ◽  
Hui Xiao ◽  
Weiwei Yuan ◽  
...  
Keyword(s):  
Transfer Learning ◽  
Failure Prediction ◽  
Hard Disk ◽  
Disk Failure

Toward Adaptive Disk Failure Prediction via Stream Mining

2020 ◽  
Author(s):  
Shujie Han ◽  
Patrick P. C. Lee ◽  
Zhirong Shen ◽  
Cheng He ◽  
Yi Liu ◽  
...  
Keyword(s):  
Failure Prediction ◽  
Stream Mining ◽  
Disk Failure

ADF2T: an Active Disk Failure Forecasting and Tolerance Software

2020 ◽  
Author(s):  
Hongzhang Yang ◽  
Yahui Yang ◽  
Zhengguang Chen ◽  
Zongzhao Li ◽  
Yaofeng Tu
Keyword(s):  
Disk Failure

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

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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