Sotabase

Career

· Assistant Professor, The University of Texas at Austin2024–
· Postdoctoral Researcher, University of California, Berkeley2021–2024
· Research Intern, Microsoft2018–2018
· Doctor of Philosophy - PhD, Computer Science, University of Chicago2015–2020
· Master of Science - MS, Computer Sicence, University of Chinese Academy of Sciences2011–2014
· Bachelor of Science - BS, Computer Software Engineering, Huazhong University of Science and Technology2007–2011

Publications (19)

Lux: Always-on Visualization Recommendations for Exploratory Dataframe Workflows
Proceedings of the VLDB Endowment · 2021
58
cited
Adaptive Concurrency Control: Despite the Looking Glass, One Concurrency Control Does Not Fit All
Conference on Innovative Data Systems Research · 2017
27
cited
Flexible Rule-Based Decomposition and Metadata Independence in Modin: A Parallel Dataframe System
Proceedings of the VLDB Endowment · 2021
19
cited
Toward Coordination-free and Reconfigurable Mixed Concurrency Control
USENIX Annual Technical Conference · 2018
18
cited
Intermittent Query Processing
Proceedings of the VLDB Endowment · 2019
14
cited
Thrifty Query Execution via Incrementability
SIGMOD Conference · 2020
13
cited
CrocodileDB: Efficient Database Execution through Intelligent Deferment
Conference on Innovative Data Systems Research · 2020
12
cited
Enhancing the Interactivity of Dataframe Queries by Leveraging Think Time
IEEE Data Engineering Bulletin · 2021
10
cited
Lux: Always-on Visualization Recommendations for Exploratory Data Science
arXiv.org · 2021
10
cited
Resource-efficient Shared Query Execution via Exploiting Time Slackness
SIGMOD Conference · 2021
5
cited
CrocodileDB in action
Proceedings of the VLDB Endowment · 2020
4
cited
CIAO: An Optimization Framework for Client-Assisted Data Loading
IEEE International Conference on Data Engineering · 2021
3
cited
Efficient and Compact Spreadsheet Formula Graphs
IEEE International Conference on Data Engineering · 2023
2
cited
A Case Study of Optimizing Big Data Analytical Stacks Using Structured Data Shuffling
2015
Optimizing the Join Operation on Hive to Accelerate Cross-Matching in Astronomy
2014
RHJoin: A fast and space-efficient join method for log processing in MapReduce
2014
Socrates: The New SQL Server in the Cloud
2019
SparkArray: An Array-Based Scientific Data Management System Built on Apache Spark
2016
TOWARD EFFICIENT SPREADSHEET COMPUTATION AND VISUALIZATION
2022
Sotabase
Dixin Tang | Researcher Profile | Sotabase | Sotabase