劉莉-武漢紡織大學-k8凯发国际與人工智能學院

k8凯发国际

劉莉

來源: 作者:編輯人:包嘉琪發稿時間:2023-09-11瀏覽次數:

劉莉,女,講師,工學博士,碩士生導師。2006年7月畢業於南京信息工程大學,獲網絡工程專業學士學位;2013年7月畢業於武漢紡織大學,獲k8凯发国际應用技術碩士學位;2022年12月畢業於華中科技大學武漢光電國家研究中心,獲k8凯发国际系統結構專業博士學位。

郵箱: l_liu@hzyuandun.com

1.主要研究方向

數據存儲與數據管理,包括基於日誌結構合併樹的鍵值存儲系統性能優化、學習索引等

2.教學、科研項目

3.論文與專利

[1]Li Liu, Hua Wang, Ke Zhou. An Optimized Implementation for Concurrent LSM-Structured Key-Value Stores.In: Proceedings of2018 IEEE International Conference on Networking, Architecture and Storage (NAS 2018), Chongqing, China, October 11-14, 2018: 1-8

[2]Li Liu, Ke Zhou. PTierDB: Building Better Read-Write Cost Balanced Key-Value Stores for Small Data on SSD.In: Proceedings of2021 Design, Automation & Test in Europe Conference & Exhibition (DATE 2021), Grenoble, France, February 1-5, 2021: 796-801

[3]Li Liu, Chunhua Li, Zhou Zhang, Yuhan Liu, Ke Zhou, Ji Zhang. A Data-aware Learned Index Scheme for Efficient Writes. International Conference on Parallel Processing (ICPP 2022).

[4] Ji Zhang, Yu Liu, Ke Zhou, Guoliang Li, Zhili Xiao, Bin Cheng, Jiashu Xing, Yangtao Wang, Tianheng Cheng,Li Liu, Minwei Ran, Zekang Li. An End-to-End Automatic Cloud Database Tuning System Using Deep Reinforcement Learning. In: Proceedings of 2019 International Conference on Management of Data (SIGMOD 2019), Amsterdam, The Netherlands, June 30 - July 5, 2019: 415-432

[5] Yu Liu, Hong Jiang, Yangtao Wang, Ke Zhou, Yifei Liu,Li Liu. Content Sifting Storage: Achieving Fast Read for Large-scale Image Dataset Analysis.In: Proceedings ofthe 57th ACM/IEEE Design Automation Conference (DAC 2020), San Francisco, CA, USA, July 20-24, 2020: 1-6

[6] Baoqing Cai, Yu Liu, Ce Zhang, Guangyu Zhang, Ke Zhou,Li Liu, Chunhua Li, Bin Cheng, Jie Yang, Jiashu Xing. HUNTER: An Online Cloud Database Hybrid Tuning System for Personalized Requirements.In: Proceedings of2022 International Conference on Management of Data (SIGMOD 2022), Philadelphia, PA, USA, June 12 - 17, 2022: 646-659

[7] Yibin Gu, Yifan Li, Hua Wang,Li Liu, Ke Zhou, Wei Fang, Gang Hu, Jinhu Liu, Zhuo Cheng. LPCA: Learned MRC Profiling based Cache Al for File Storage Systems.In: Proceedings ofthe 59th ACM/IEEE Design Automation Conference (DAC 2022), San Francisco, California, USA, July 10 - 14, 2022: 511-516

[8] Guangyu Zhang, Chunhua Li, Ke Zhou,Li Liu, Ce Zhang, Wancheng Chen, Haotian Fang, Bin Cheng, Jie Yang, Jiashu Xing. DBCatcher: A Cloud Database Online Anomaly Detection System based on Indicator Correlation.In: Proceedings ofthe 39th IEEE International Conference on Data Engineering (ICDE 2023), Anaheim, CA, USA, April 3-7, 2023: 1126-1139

專利:

[1]周可,王樺,劉莉,林立亞.一種無垃圾回收的鍵值分離存儲方法和系統. 中國專利: CN110389942B, 2021-07-30. (發明專利)

[2]李春花,周可,張洲,劉莉. 一種支持高效寫的自適應學習索引方法和系統. 中國專利: CN113268457B, 2022-07-08. (發明專利)

4.教科研獎勵

5.個人榮譽和指導學生獲獎

唯安寶-電力作業風險智能監督設備, 湖北省教育廳,第九屆中國國際「互聯網+」大學生創新創業大賽-高教主賽道,銅獎,2023,第二指導老師