Transfer Learning based Failure Prediction for Minority Disks in Large Data Centers of Heterogeneous Disk Systems. - Ji Zhang 010; Ke Zhou 001; Ping Huang 001; Xubin He; Zhili Xiao; Bin Cheng; Yongguang Ji; Yinhu Wang (ICPP, 2019)

An End-to-End Automatic Cloud Database Tuning System Using Deep Reinforcement Learning. - Ji Zhang 010; Yu Liu 040; Ke Zhou 001; Guoliang Li 001; Zhili Xiao; Bin Cheng; Jiashu Xing; Yangtao Wang; Tianheng Cheng; Li Liu 014; Minwei Ran; Zekang Li (SIGMOD Conference, 2019)

Tier-Scrubbing: An Adaptive and Tiered Disk Scrubbing Scheme with Improved MTTD and Reduced Cost. - Ji Zhang 010; Yuanzhang Wang; Yangtao Wang; Ke Zhou 001; Sebastian Schelter; Ping Huang 001; Bin Cheng; Yongguang Ji (DAC, 2020)

HDDse: Enabling High-Dimensional Disk State Embedding for Generic Failure Detection System of Heterogeneous Disks in Large Data Centers. - Ji Zhang 010; Ping Huang 001; Ke Zhou 001; Ming Xie; Sebastian Schelter (USENIX ATC, 2020)

Minority Disk Failure Prediction Based on Transfer Learning in Large Data Centers of Heterogeneous Disk Systems. - Ji Zhang 010; Ke Zhou 001; Ping Huang 001; Xubin He; Ming Xie; Bin Cheng; Yongguang Ji; Yinhu Wang (IEEE Trans. Parallel Distributed Syst., 2020)

$ hbox {CDBTune}^{+}$: An efficient deep reinforcement learning-based automatic cloud database tuning system. - Ji Zhang 010; Ke Zhou 001; Guoliang Li 001; Yu Liu 040; Ming Xie; Bin Cheng; Jiashu Xing (VLDB J., 2021)

SS-LRU: a smart segmented LRU caching. - Chunhua Li 002; Man Wu; Yuhan Liu; Ke Zhou 001; Ji Zhang 010; Yunqing Sun (DAC, 2022)

A Data-aware Learned Index Scheme for Efficient Writes. - Li Liu 014; Chunhua Li 002; Zhou Zhang; Yuhan Liu; Ke Zhou 001; Ji Zhang 010 (ICPP, 2022)

LDPP: A Learned Directory Placement Policy in Distributed File Systems. - Yuanzhang Wang; Fengkui Yang; Ji Zhang 010; Chunhua Li 002; Ke Zhou 001; Chong Liu; Zhuo Cheng; Wei Fang; Jinhu Liu (ICPP, 2022)

SLAP: An Adaptive, Learned Admission Policy for Content Delivery Network Caching. - Ke Liu 014; Kan Wu; Hua Wang 008; Ke Zhou 001; Ji Zhang 010; Cong Li (IPDPS, 2023)

SPAE: Lifelong disk failure prediction via end-to-end GAN-based anomaly detection with ensemble update. - Yu Liu 040; Yunchuan Guan; Tianming Jiang; Ke Zhou 001; Hua Wang 008; Guangxing Hu; Ji Zhang 010; Wei Fang; Zhuo Cheng; Ping Huang 001 (Future Gener. Comput. Syst., 2023)

Speal: Achieving a More Accurate Model with Less Training Data in Performance Evaluation of Storage System through Sampling Optimization. - Liang Bao; Hua Wang 008; Ke Zhou 001; Guangyu Zhang; Ji Zhang 010; Xi Peng 006; Qingqing Yang; Renhai Chen; Gong Zhang 001 (DASFAA (2), 2024)

HyperDB: a Novel Key Value Store for Reducing Background Traffic in Heterogeneous SSD Storage. - Ruisong Zhou; Yuzhan Zhang; Chunhua Li 002; Ke Zhou 001; Peng Wang 037; Gong Zhang 001; Ji Zhang 010; Guangyu Zhang (ICPP, 2024)

SLAP: Segmented Reuse-Time-Label Based Admission Policy for Content Delivery Network Caching. - Ke Liu 014; Kan Wu; Hua Wang 008; Ke Zhou 001; Peng Wang 037; Ji Zhang 010; Cong Li (ACM Trans. Archit. Code Optim., 2024)