From VLDB to VMLDB (Very MANY Large Data Bases): Dealing with Large-Scale Semantic Heterogeneity
Summary: From VLDB to VMLDB tackles large-scale semantic heterogeneity across many heterogeneous databases. It emphasizes context interchange and proposes context mediation services - data semantics acquisition, data quality attributes, and evolving semantics/quality - to mitigate mismatches in distributed data management. (summarized by gpt-5-nano on Feb 09 2026)
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Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,568 | A Polygen Model for Heterogeneous Database Systems: The Source Tagging Perspective | 1990 | VLDB | 0.00011323734 |
| 6,306 | A Metadata Approach to Resolving Semantic Conflicts | 1991 | VLDB | 5.1195907e-05 |
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| 6,290 | Putting Context into Schema Matching | 2006 | VLDB | 5.1271647e-05 |
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| 12,767 | The Context Interchange Mediator Prototype | 1997 | SIGMOD | 4.1945683e-05 |
| 12,933 | NON-MONOTONIC KNOWLEDGE EVOLUTION IN VLKDBs | 1990 | VLDB | 4.1945683e-05 |
| 14,193 | Multidatabase Applications: Semantic and System Issues | 1992 | VLDB | - |
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