Texera: A System for Collaborative and Interactive Data Analytics Using Workflows
Summary: Texera is an open-source, cloud-based platform for collaborative data analytics through GUI workflows. Its distinctive contribution is runtime interaction with executing UDF/ML operators—pause/resume, state inspection, and logic modification—enabled by messaging designs balancing performance and consistency. (summarized by gpt-5.6-luna on Jul 24 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Zuozhi Wang (University of California Irvine)
- 2. Yicong Huang (University of California Irvine)
- 3. Shengquan Ni (University of California Irvine)
- 4. Avinash Kumar (University of California Irvine)
- 5. Sadeem Alsudais (University of California Irvine)
- 6. Xiaozhen Liu (University of California Irvine)
- 7. Xinyuan Lin (University of California Irvine)
- 8. Yunyan Ding (University of California Irvine)
- 9. Chen Li (University of California Irvine)
BibTeX Citation
@article{wang_vldb24,
title = {{Texera: A System for Collaborative and Interactive Data Analytics Using Workflows}},
author = {Wang, Zuozhi and Huang, Yicong and Ni, Shengquan and Kumar, Avinash and Alsudais, Sadeem and Liu, Xiaozhen and Lin, Xinyuan and Ding, Yunyan and Li, Chen},
journal = {PVLDB},
series = {{VLDB} '24},
volume = {17},
number = {11},
pages = {3580--3588},
doi = {10.14778/3681954.3682022},
url = {https://doi.org/10.14778/3681954.3682022},
year = {2024}
}
Incoming Citations (Sorted by Pagerank)
Showing 5 of 5 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 10,644 | FlowPilot: A Suggestion System for Designing Scientific Workflows | 2026 | SIGMOD | 4.9793485e-05 |
| 10,997 | Demonstration of BobFlow: Human-Agent Collaboration Using Dataflows on Data Science Tasks | 2026 | VLDB | 4.9793485e-05 |
| 11,426 | ML-Asset Management: Curation, Discovery, and Utilization | 2025 | VLDB | 4.9793485e-05 |
| 11,456 | IcedTea: Efficient and Responsive Time-Travel Debugging in Dataflow Systems | 2025 | VLDB | 4.9793485e-05 |
| 11,548 | Pasta: A Cost-Based Optimizer for Generating Pipelining Schedules for Dataflow DAGs | 2024 | SIGMOD | 4.9793485e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 10 of 10 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 218 | MillWheel: Fault-Tolerant Stream Processing at Internet Scale | 2013 | VLDB | 0.00024390324 |
| 231 | Storm @Twitter | 2014 | SIGMOD | 0.00023841089 |
| 1,135 | Dremel: A Decade of Interactive SQL Analysis at Web Scale | 2020 | VLDB | 0.00011891907 |
| 1,236 | Druid: A Real-time Analytical Data Store | 2014 | SIGMOD | 0.00011402848 |
| 1,402 | State Management in Apache Flink: Consistent Stateful Distributed Stream Processing | 2017 | VLDB | 0.00010771949 |
| 1,938 | S-Store: Streaming Meets Transaction Processing | 2015 | VLDB | 9.3342542e-05 |
| 8,261 | Amber: A Debuggable Dataflow System Based on the Actor Model | 2020 | VLDB | 5.3659185e-05 |
| 9,537 | Demonstration of Collaborative and Interactive Workflow-Based Data Analytics in Texera | 2022 | VLDB | 5.1623691e-05 |
| 11,728 | Udon: Efficient Debugging of User-Defined Functions in Big Data Systems with Line-by-Line Control | 2023 | SIGMOD | 4.9793485e-05 |
| 11,755 | Fries: Fast and Consistent Runtime Reconfiguration in Dataflow Systems with Transactional Guarantees | 2023 | VLDB | 4.9793485e-05 |
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Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 11,827 | Building a Shared Conceptual Model of Complex, Heterogeneous Data Systems: A Demonstration | 2022 | CIDR |
| 2 | 13,807 | Towards Understanding Data Analysis Workflows using a Large Notebook Corpus | 2019 | SIGMOD |
| 3 | 11,782 | Building a Collaborative Data Analytics System: Opportunities and Challenges | 2023 | VLDB |
| 4 | 4,940 | Explaining Outputs in Modern Data Analytics | 2016 | VLDB |
| 5 | 1,409 | Northstar: An Interactive Data Science System | 2018 | VLDB |
| 6 | 12,196 | Explanations and Transparency in Collaborative Workflows | 2018 | PODS |
| 7 | 7,839 | ExDRa: Exploratory Data Science on Federated Raw Data | 2021 | SIGMOD |
| 8 | 10,997 | Demonstration of BobFlow: Human-Agent Collaboration Using Dataflows on Data Science Tasks | 2026 | VLDB |
| 9 | 12,116 | Demonstration of Interactive Runtime Debugging of Distributed Dataflows in Texera | 2020 | VLDB |
| 10 | 9,537 | Demonstration of Collaborative and Interactive Workflow-Based Data Analytics in Texera | 2022 | VLDB |