Disk Failure Prediction in Data Centers via Online Learning

2018 ◽  
Author(s):  
Jiang Xiao ◽  
Zhuang Xiong ◽  
Song Wu ◽  
Yusheng Yi ◽  
Hai Jin ◽  
...  
Keyword(s):  
Online Learning ◽  
Data Centers ◽  
Failure Prediction ◽  
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

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

2021 ◽  
Author(s):  
Xingyi Wang ◽  
Yu Li ◽  
Yiquan Chen ◽  
Shiwen Wang ◽  
Yin Du ◽  
...  
Keyword(s):  
Large Scale ◽  
Data Centers ◽  
Failure Prediction ◽  
Large Scale Data ◽  
Scale Data

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

DRAM Failure Prediction in Large-Scale Data Centers

2021 ◽  
Author(s):  
Fengyuan Yu ◽  
Hongzuo Xu ◽  
Songlei Jian ◽  
Chenlin Huang ◽  
Yijie Wang ◽  
...  
Keyword(s):  
Large Scale ◽  
Data Centers ◽  
Failure Prediction ◽  
Large Scale Data ◽  
Scale Data

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
Sign in / Sign up

Export Citation Format

Share Document