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,…
Author: Matthew Ball
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,…
Public Opinions toward COVID-19 Vaccine Mandates: A Machine Learning-based Analysis of U.S. Tweets
Guo, Yawen; Zhu, Jun; Huang, Yicong; He, Lu; He, Changyang; Li, Chen; Zheng, Kai Public Opinions toward COVID-19 Vaccine…
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…
Towards Interactive, Adaptive and Result-aware Big Data Analytics
Kumar, Avinash Towards Interactive, Adaptive and Result-aware Big Data Analytics (PhD Thesis) University of California, Irvine, USA, 2022. eScholarship
Fries: Fast and Consistent Runtime Reconfiguration in Dataflow Systems with Transactional Guarantees
Wang, Zuozhi; Ni, Shengquan; Kumar, Avinash; Li, Chen Fries: Fast and Consistent Runtime Reconfiguration in Dataflow Systems with Transactional…
Demonstration of Accelerating Machine Learning Inference Queries with Correlative Proxy Models
Yang, Zhihui; Huang, Yicong; Wang, Zuozhi; Gao, Feng; Lu, Yao; Li, Chen; Wang, X. Sean Demonstration of Accelerating Machine…
Optimizing Machine Learning Inference Queries with Correlative Proxy Models
Yang, Zhihui; Wang, Zuozhi; Huang, Yicong; Lu, Yao; Li, Chen; Wang, X. Sean Optimizing Machine Learning Inference Queries with…