UniView: A Unified Autonomous Materialized View Management System for Various Databases
Summary: UniView provides autonomous, unified materialized-view management across heterogeneous OLAP engines—including Spark SQL, PostgreSQL, and ClickHouse—addressing multi-stage warehouse deployments. Its cross-platform UI supports end-to-end MV workflows and performance evaluation. (summarized by gpt-5.6-luna on Jul 24 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Zhenrong Xu (Zhejiang University)
- 2. Pengfei Wang (Zhejiang University)
- 3. Guoze Xue (Zhejiang University)
- 4. Qitong Yan (Zhejiang University)
- 5. Shenghao Gong (Zhejiang University)
- 6. Yelan Jiang (Zhejiang University)
- 7. Yuren Mao (Zhejiang University)
- 8. Yunjun Gao (Zhejiang University)
- 9. Shu Shen (Huawei)
- 10. Wei Zhang (Huawei)
- 11. Dan Luo (Huawei)
- 12. Lu Chen (Zhejiang University)
BibTeX Citation
@article{xu_vldb24,
title = {{UniView: A Unified Autonomous Materialized View Management System for Various Databases}},
author = {Xu, Zhenrong and Wang, Pengfei and Xue, Guoze and Yan, Qitong and Gong, Shenghao and Jiang, Yelan and Mao, Yuren and Gao, Yunjun and Shen, Shu and Zhang, Wei and Luo, Dan and Chen, Lu},
journal = {PVLDB},
series = {{VLDB} '24},
volume = {17},
number = {12},
pages = {4353--4356},
doi = {10.14778/3685800.3685873},
url = {https://doi.org/10.14778/3685800.3685873},
year = {2024}
}Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 10,901 | STsCache: An Efficient Semantic Caching Scheme for Time-series Data Workloads Based on Hybrid Storage | 2025 | VLDB | 5.093636e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 5 of 5 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,765 | Selecting Subexpressions to Materialize at Datacenter Scale | 2018 | VLDB | 9.8079546e-05 |
| 4,101 | Automated Generation of Materialized Views in Oracle | 2020 | VLDB | 6.9009734e-05 |
| 5,558 | HMAB: Self-Driving Hierarchy of Bandits for Integrated Physical Database Design Tuning | 2023 | VLDB | 6.1749098e-05 |
| 7,394 | DBMind: A Self-Driving Platform in openGauss | 2021 | VLDB | 5.6259065e-05 |
| 8,218 | Sofos: Demonstrating the Challenges of Materialized View Selection on Knowledge Graphs | 2021 | SIGMOD | 5.4644639e-05 |
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Semantically Similar Papers
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|---|---|---|---|---|
| 1 | 5,720 | Opportunistic Physical Design for Big Data Analytics | 2014 | SIGMOD |
| 2 | 225 | Complexity of Answering Queries Using Materialized Views | 1998 | PODS |
| 3 | 929 | Materialized View Selection and Maintenance Using Multi-Query Optimization | 2001 | SIGMOD |
| 4 | 13,565 | Data Visualization Management Systems | 2015 | CIDR |
| 5 | 554 | Answering Queries with Aggregation Using Views | 1996 | VLDB |
| 6 | 4,614 | MultiView: A Methodology for Supporting Multiple Views in Object-Oriented Databases | 1992 | VLDB |
| 7 | 1,743 | Algorithms for Materialized View Design in Data Warehousing Environment | 1997 | VLDB |
| 8 | 9,307 | Unify: A System For Unstructured Data Analytics | 2025 | VLDB |
| 9 | 1,034 | Answering Complex SQL Queries Using Automatic Summary Tables | 2000 | SIGMOD |
| 10 | 6,714 | Towards Unified Ad-hoc Data Processing | 2014 | SIGMOD |