Zhicheng Pan

Zhicheng Pan

Ph.D Candidate

Zhicheng Pan (潘志诚 in Chinese) is a First-year Ph.D student at School of Data Science and Engineering, East China Normal University (ECNU). He is currently an ECNU-PingCAP joint Ph.D, used to be a Data Dev intern in Taobao and a Research intern in Alibaba Cloud. He obtained both of his M.S. degree (2022) and B.S. degree (2019) from School of Computer Science and Technology, Soochow University. His current research interests focus on AI4DB.

Publications

  1. Zhicheng Pan, Yihang Wang, Yingying Zhang, Sean Bin Yang, Yunyao Cheng, Peng Chen, Chenjuan Guo, Qingsong Wen, Xiduo Tian, Yunliang Dou, Zhiqiang Zhou, Chengcheng Yang, Aoying Zhou, Bin Yang. MagicScaler: Uncertainty-aware, Predictive Autoscaling. PVLDB. 2023.
  2. Zhicheng Pan, Junhua Fang, Pingfu Chao, Weichen, Jiajie Xu, Lei Zhao. Garden: A Real-time Processing Framework for Continuous Top-k Trajectory Similarity Search. KAIS. 2023.
  3. Zhicheng Pan, Pingfu Chao, Junhua Fang, Wei Chen, Zhixu Li, An Liu. TraSP: A General Framework for Online Trajectory Similarity Processing. WISE. 2020.
  4. Chunhui Feng, Zhicheng Pan, Junhua Fang, Jiajie Xu, Pengpeng Zhao, Lei Zhao. Aries: Accurate Metric-based Representation Learning for Fast Top-k Trajectory Similarity Query. CIKM. 2022.
  5. Jiachun Tao, Zhicheng Pan, Junhua Fang, Pingfu Chao, Pengpeng Zhao, Jiajie Xu. Misty: Microservice-based Streaming Trajectory Similarity Search. ICSOC. 2022.
  6. Yue Xia, Junhua Fang, Pingfu Chao, Zhicheng Pan, Jedi S. Shang. Cost-effective and adaptive clustering algorithm for stream processing on cloud system. GeoInformatica. 2021.
  7. Juntian Shi, Zhicheng Pan, Junhua Fang, Pingfu Chao. RUTOD: real-time urban traffic outlier detection on streaming trajectory. Neural Computing and Applications. 2021.
  8. Chunhui Feng, Zhicheng Pan, Junhua Fang, Pingfu Chao, An Liu, Lei Zhao. A Learning-based Approach for Multi-scenario Trajectory Similarity Search. WISE. 2022.
  9. Yang Wu, Junhua Fang, Pingfu Chao, Zhicheng Pan, Wei Chen, Lei Zhao. Towards Adaptive Continuous Trajectory Clustering over Distributed Web Data Stream. Journal of Web Engineering. 2023.
  10. Yang Wu, Zhicheng Pan, Pingfu Chao, Junhua Fang, Wei Chen, Lei Zhao. Lunatory: A Real-Time Distributed Trajectory Clustering Framework for Web Big Data. ICWE. 2022.
  11. Chongjiong Fan, Zhicheng Pan (Co-first Author), Yingying Zhang, Lunting Fan, Chengcheng Yang, Qingsong Wen. HANTune: Cost-effective Heterogeneous Knob Tuning on Cloud Database. ICDE. 2024. Under Review
  12. Hyper
  13. LATuner
  14. Unity
  15. SMA-DTW
  16. PHS

Projects

  1. 国家/行业标准《信息技术 通用时空信息应用支撑平台参考架构》（主要执笔人）
  2. 江苏省研究生实践创新计划项目“面向大规模轨迹流数据的分布式实时管理及查询研究”（主持）
  3. 2023年度中国数据库学院暑期学校优秀学员一等奖
  4. 2023年学生科创成果展“自治云原生数据库系统研究”，最受欢迎奖