Category: Blog
Data Crawling Using Texera with Python User-Defined Functions
In this blog, we share the experience of using Texera to crawl, clean, and analyze Web data. Crawling is…
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…
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
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…
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…
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 Collaborative and Interactive Workflow-Based Data Analytics in Texera
Liu, Xiaozhen; Wang, Zuozhi; Ni, Shengquan; Alsudais, Sadeem; Huang, Yicong; Kumar, Avinash; Li, Chen Demonstration of Collaborative and Interactive…
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…
Drove: Tracking Execution Results of Workflows on Large Datasets
Alsudais, Sadeem Drove: Tracking Execution Results of Workflows on Large Datasets PhD Workshop at VLDB 2022, 2022. PDF