Publications

• A Unified and Efficient Coordinating Framework for Autonomous DBMS Tuning

By Xinyi Zhang, Zhuo Chang, Hong Wu, Yang Li, Jia Chen, Jian Tan, Feifei Li, Bin Cui

In Proceedings of the 2022 International Conference on Management of Data (SIGMOD 2023). @Seattle, WA, USA.

• Facilitating database tuning with hyper-parameter optimization: a comprehensive experimental evaluation, Paper

By Xinyi Zhang, Zhuo Chang, Yang Li, Hong Wu, Jian Tan, Feifei Li, Bin Cui

In Proceedings of 28th International Conference on Very Large Data Bases (VLDB2022), Volume 15. page 1808–1821. @Sydney, Australia Sep 2022.

• Towards Dynamic and Safe Configuration Tuning for Cloud Databases, Paper

By Xinyi Zhang, Hong Wu, Yang Li, Jian Tan, Feifei Li, Bin Cui

In Proceedings of the 2022 International Conference on Management of Data (SIGMOD 2022), Pages 631-645, @Philadelphia, PA, USA, June 2022.

• ResTune: Resource Oriented Tuning Boosted by Meta-Learning for Cloud Databases, Paper, Talk

by Xinyi Zhang*, Hong Wu*, Zhuo Chang, Shuowei Jin, Jian Tan, Feifei Li, Tieying Zhang, Bin Cui

In Proceedings of 40th ACM SIGMOD International Conference on Management of Data (SIGMOD 2021), pages TBD, XiAn, China, June 2021.

• Leaper: A Learned Prefetcher for Cache Invalidation in LSM-tree based Storage Engines, Paper, Talk

by Lei Yang, Hong Wu, Tieying Zhang, Xuntao Cheng, Feiei Li, Lei Zou, Yujie Wang, Rongyao Chen, Jianying Wang, Gui Huang

In Proceedings of 46th International Conference on Very Large Data Bases (VLDB 2020), pages 13(11): 1976-1989, Tokyo, Japan, August 2020.