Click, Share, Learn: Teaching Data Science Using Apache Texera
Asad, Sarah; Liu, Xiaozhen; Park, Kun Woo; Lin, Xinyuan; Bai, Jiadong; Ni, Shengquan; Huang, Yicong; Li, Chen Click, Share,…
Tag: Computer Science
Bundled for Success: A WfBench-Driven Assessment of Texera
Wang, Meng; Jahangiri, Shiva; Maheshwari, Ketan; Li, Chen Bundled for Success: A WfBench-Driven Assessment of Texera 1st Workshop on…
UDF-Centric Dataflow Systems for Supporting User-Defined Functions in Collaborative Data Science, AI, and ML
Huang, Yicong UDF-Centric Dataflow Systems for Supporting User-Defined Functions in Collaborative Data Science, AI, and ML (PhD Thesis) 2025.…
ML-Asset Management: Curation, Discovery, and Utilization
Wang, Mengying; Duan, Moming; Huang, Yicong; Li, Chen; He, Bingsheng; Wu, Yinghui ML-Asset Management: Curation, Discovery, and Utilization In:…
Responsive Retrieval of Consistent States in Pipelined Executions of Dataflows
Ni, Shengquan; Li, Chen Responsive Retrieval of Consistent States in Pipelined Executions of Dataflows 2025. Many modern analytics data…
Supporting Responsive Runtime Interactions and Multi-Tenant Cloud Services in Texera
Ni, Shengquan Supporting Responsive Runtime Interactions and Multi-Tenant Cloud Services in Texera (PhD Thesis) 2025. PDF
IcedTea: Efficient and Responsive Time-Travel Debugging in Dataflow Systems
Ni, Shengquan; Huang, Yicong; Wang, Zuozhi; Li, Chen IcedTea: Efficient and Responsive Time-Travel Debugging in Dataflow Systems In: Proc.…
Pasta: A Cost-Based Optimizer for Generating Pipelining Schedules for Dataflow DAGs
Liu, Xiaozhen; Huang, Yicong; Lin, Xinyuan; Kumar, Avinash; Alsudais, Sadeem; Li, Chen Pasta: A Cost-Based Optimizer for Generating Pipelining…
Data Science Tasks Implemented with Scripts versus GUI-Based Workflows: The Good, the Bad, and the Ugly
Taylor, Alexander K.*; Huang, Yicong*; Hao, Junheng; Lin, Xinyuan; Chen, Xiusi; Wang, Wei; Li, Chen (*The first two authors…
Demonstration of Udon: Line-by-line Debugging of User-Defined Functions in Data Workflows (Best Demo Runner-Up Award)
Huang, Yicong; Wang, Zuozhi; Li, Chen Demonstration of Udon: Line-by-line Debugging of User-Defined Functions in Data Workflows (Best Demo…