S/C: Speeding up Data Materialization with Bounded Memory
Zhaoheng Li, Xinyu Pi, Yongjoo Park (ICDE 2023)
Publications
Kishu: Time-Traveling for Computational Notebooks
Zhaoheng Li, Supawit Chockchowwat, Ribhav Sahu, Areet Sheth, Yongjoo Park (VLDB 2025)
Transactional Python for Durable Machine Learning: Vision, Challenges, and Feasibility
Supawit Chockchowaat, Zhaoheng Li, Yongjoo Park (SIGMOD DEEM 2023)
Subteam Replacement: Problem Definition and Fast Solution
Zhaoheng Li, Xinyu Pi, Mingyuan Wu (SIGMOD SRC 2021)
REFORM: Fast and Adaptive Solution for Subteam Replacement
Zhaoheng Li, Xinyu Pi, Mingyuan Wu, Hanghang Tong (IEEE Bigdata 2022)
ElasticNotebook: Enabling Live Migration for Computational Notebooks
Zhaoheng Li, Pranav Gor, Rahul Prabhu, Hui Yu, Yuzhou Mao, Yongjoo Park (VLDB 2024)