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…
Tag: Computer Science
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…
Texera: A System for Collaborative and Interactive Data Analytics Using Workflows
Wang, Zuozhi; Huang, Yicong; Ni, Shengquan; Kumar, Avinash; Alsudais, Sadeem; Liu, Xiaozhen; Lin, Xinyuan; Ding, Yunyan; Li, Chen Texera:…
Using Texera to Characterize Climate Change Discussions on Twitter During Wildfires
Ni, Shengquan; Huang, Yicong; Ko, Jessie W. Y.; Taylor, Alexander; Chen, Xiusi; Kumar, Avinash; Alsudais, Sadeem; Wang, Zuozhi; Liu,…
Udon: Efficient Debugging of User-Defined Functions in Big Data Systems with Line-by-Line Control
Huang, Yicong; Wang, Zuozhi; Li, Chen Udon: Efficient Debugging of User-Defined Functions in Big Data Systems with Line-by-Line Control…
Texera: A System for Collaborative and Interactive Data Analytics Using Workflows (PhD Thesis)
Wang, Zuozhi Texera: A System for Collaborative and Interactive Data Analytics Using Workflows (PhD Thesis) University of California, Irvine,…
Raven: Accelerating Execution of Iterative Data Analytics by Reusing Results of Previous Equivalent Versions
Alsudais, Sadeem; Kumar, Avinash; Li, Chen Raven: Accelerating Execution of Iterative Data Analytics by Reusing Results of Previous Equivalent…
Improving Iterative Analytics in GUI-Based Data-Processing Systems with Visualization, Version Control, and Result Reuse
Alsudais, Sadeem Improving Iterative Analytics in GUI-Based Data-Processing Systems with Visualization, Version Control, and Result Reuse (PhD Thesis) University…
Building a Collaborative Data Analytics System: Opportunities and Challenges
Wang, Zuozhi; Li, Chen Building a Collaborative Data Analytics System: Opportunities and Challenges In: Proc. VLDB Endow., vol. 16,…
Reshape: Adaptive Result-aware Skew Handling for Exploratory Analysis on Big Data
Kumar, Avinash; Alsudais, Sadeem; Ni, Shengquan; Wang, Zuozhi; Huang, Yicong; Li, Chen Reshape: Adaptive Result-aware Skew Handling for Exploratory…