What is the data warehousing problem? (Are materialized views the answer?)
Summary: Evaluates core data warehousing challenges—integration of heterogeneous sources, batch loading, snapshots/backups, and OLAP/aggregation. Probes materialized views as a potential solution, highlighting scaling, maintenance, and cross-source integration limits and outlining research gaps. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
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Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 3,101 | On Efficiently Implementing SchemaSQL on a SQL Database System | 1999 | VLDB | 7.5611936e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 0 of 0 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 5,025 | Issues in Developing Very Large Data Warehouses | 1998 | VLDB | 5.7467644e-05 |
| 5,484 | Multiple-View Self-Maintenance in Data Warehousing Environments | 1997 | VLDB | 5.4826436e-05 |
| 4,084 | On the Content of Materialized Aggregate Views | 2000 | PODS | 6.4581296e-05 |
| 681 | Materialized View Selection in a Multidimensional Database | 1997 | VLDB | 0.0001818285 |
| 2,581 | Data Warehousing and OLAP for Decision Support | 1997 | SIGMOD | 8.4991119e-05 |
| 13,965 | Data Warehousing Has More Colours Than Just Black & White | 1999 | VLDB | - |
| 297 | Complexity of Answering Queries Using Materialized Views | 1998 | PODS | 0.00028572729 |
| 1,360 | Data Warehouse Configuration | 1997 | VLDB | 0.0001239983 |
| 963 | Maintenance of Data Cubes and Summary Tables in a Warehouse | 1997 | SIGMOD | 0.00014975448 |
| 1,911 | Algorithms for Materialized View Design in Data Warehousing Environment | 1997 | VLDB | 0.00010117173 |