Shujie Han

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 12

Top Topics

Data Preprocessing

Failure Prediction

Top Venues

IEEE Trans. Computers

Publications

Jinhong Li, Qiuping Wang, Shujie Han, Patrick P. C. Lee
The Design and Implementation of a High-Performance Log-Structured RAID System for ZNS SSDs. CoRR (2024)
Qingxiu Liu, Qun Huang, Xiang Chen, Sa Wang, Wenhao Wang, Shujie Han, Patrick P. C. Lee
PP-Stream: Toward High-Performance Privacy-Preserving Neural Network Inference via Distributed Stream Processing. ICDE (2024)
Jinhong Li, Yanjing Ren, Shujie Han, Patrick P. C. Lee
Enhancing LSM-Tree Key-Value Stores for Read-Modify-Writes via Key-Delta Separation. ICDE (2024)
Shujie Han, Patrick P. C. Lee, Zhirong Shen, Cheng He, Yi Liu, Tao Huang
StreamDFP: A General Stream Mining Framework for Adaptive Disk Failure Prediction. IEEE Trans. Computers 72 (2) (2023)
Zhinan Cheng, Shujie Han, Patrick P. C. Lee, Xin Li, Jiongzhou Liu, Zhan Li
An In-Depth Correlative Study Between DRAM Errors and Server Failures in Production Data Centers. SRDS (2022)
Fan Xu, Shujie Han, Patrick P. C. Lee, Yi Liu, Cheng He, Jiongzhou Liu
General Feature Selection for Failure Prediction in Large-scale SSD Deployment. DSN (2021)
Shujie Han, Patrick P. C. Lee, Fan Xu, Yi Liu, Cheng He, Jiongzhou Liu
An In-Depth Study of Correlated Failures in Production SSD-Based Data Centers. FAST (2021)
Shujie Han, Patrick P. C. Lee, Zhirong Shen, Cheng He, Yi Liu, Tao Huang
Toward Adaptive Disk Failure Prediction via Stream Mining. ICDCS (2020)
Mi Zhang, Shujie Han, Patrick P. C. Lee
SimEDC: A Simulator for the Reliability Analysis of Erasure-Coded Data Centers. IEEE Trans. Parallel Distributed Syst. 30 (12) (2019)
Shujie Han, Jun Wu, Erci Xu, Cheng He, Patrick P. C. Lee, Yi Qiang, Qixing Zheng, Tao Huang, Zixi Huang, Rui Li
Robust Data Preprocessing for Machine-Learning-Based Disk Failure Prediction in Cloud Production Environments. CoRR (2019)
Min Fu, Shujie Han, Patrick P. C. Lee, Dan Feng, Zuoning Chen, Yu Xiao
A Simulation Analysis of Redundancy and Reliability in Primary Storage Deduplication. IEEE Trans. Computers 67 (9) (2018)
Mi Zhang, Shujie Han, Patrick P. C. Lee
A Simulation Analysis of Reliability in Erasure-Coded Data Centers. SRDS (2017)