UniView: A Unified Autonomous Materialized View Management System for Various Databases
Summary: UniView is a unified autonomous materialized-view manager for heterogeneous OLAP pipelines, supporting Spark SQL, PostgreSQL, and ClickHouse and handling hierarchical warehouse stages. Offers a cross-platform UI for automated MV selection, maintenance, and performance evaluation, reducing manual DBA tuning. (summarized by gpt-5-mini on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Zhenrong Xu
- 2. Pengfei Wang
- 3. Guoze Xue
- 4. Qitong Yan
- 5. Shenghao Gong
- 6. Yelan Jiang
- 7. Yuren Mao
- 8. Yunjun Gao
- 9. Shu Shen
- 10. Wei Zhang
- 11. Dan Luo
- 12. Lu Chen
Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 10,649 | STsCache: An Efficient Semantic Caching Scheme for Time-series Data Workloads Based on Hybrid Storage | 2025 | VLDB | 4.1945683e-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 |
|---|---|---|---|---|
| 1,922 | Selecting Subexpressions to Materialize at Datacenter Scale | 2018 | VLDB | 0.00010082599 |
| 4,623 | Automated Generation of Materialized Views in Oracle | 2020 | VLDB | 6.0411909e-05 |
| 5,924 | HMAB: Self-Driving Hierarchy of Bandits for Integrated Physical Database Design Tuning | 2023 | VLDB | 5.2719183e-05 |
| 7,309 | DBMind: A Self-Driving Platform in openGauss | 2021 | VLDB | 4.766574e-05 |
| 7,900 | Sofos: Demonstrating the Challenges of Materialized View Selection on Knowledge Graphs | 2021 | SIGMOD | 4.6220522e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 6,075 | Opportunistic Physical Design for Big Data Analytics | 2014 | SIGMOD | 5.223901e-05 |
| 297 | Complexity of Answering Queries Using Materialized Views | 1998 | PODS | 0.00028596715 |
| 1,112 | Materialized View Selection and Maintenance Using Multi-Query Optimization | 2001 | SIGMOD | 0.00013917776 |
| 13,364 | Data Visualization Management Systems | 2015 | CIDR | - |
| 584 | Answering Queries with Aggregation Using Views | 1996 | VLDB | 0.0001971526 |
| 4,563 | MultiView: A Methodology for Supporting Multiple Views in Object-Oriented Databases | 1992 | VLDB | 6.084439e-05 |
| 1,911 | Algorithms for Materialized View Design in Data Warehousing Environment | 1997 | VLDB | 0.00010120234 |
| 10,800 | Unify: A System For Unstructured Data Analytics | 2025 | VLDB | 4.1945683e-05 |
| 1,059 | Answering Complex SQL Queries Using Automatic Summary Tables | 2000 | SIGMOD | 0.00014382575 |
| 6,483 | Towards Unified Ad-hoc Data Processing | 2014 | SIGMOD | 5.0456397e-05 |