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 |
|---|---|---|---|---|
| 1,569 | A Polygen Model for Heterogeneous Database Systems: The Source Tagging Perspective | 1990 | VLDB | 0.00011313989 |
| 6,305 | A Metadata Approach to Resolving Semantic Conflicts | 1991 | VLDB | 5.1146412e-05 |
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| Overall Rank | Paper | Year | Venue | Pagerank |
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| 1,508 | Using Schematically Heterogeneous Structures | 1998 | SIGMOD | 0.00011593524 |
| 5,162 | Supporting a Semantic Data Model in a Distributed Database System | 1983 | VLDB | 5.6496142e-05 |
| 12,826 | A Scalable Architecture for Autonomous Heterogeneous Database Interactions | 1995 | VLDB | 4.1905499e-05 |
| 6,289 | Putting Context into Schema Matching | 2006 | VLDB | 5.1226008e-05 |
| 6,305 | A Metadata Approach to Resolving Semantic Conflicts | 1991 | VLDB | 5.1146412e-05 |
| 12,776 | The Context Interchange Mediator Prototype | 1997 | SIGMOD | 4.1905499e-05 |
| 12,943 | NON-MONOTONIC KNOWLEDGE EVOLUTION IN VLKDBs | 1990 | VLDB | 4.1905499e-05 |
| 14,207 | Multidatabase Applications: Semantic and System Issues | 1992 | VLDB | - |
| 14,222 | Interoperability In Multidatabases: Semantic and Systems Issues | 1991 | VLDB | - |
| 1,386 | Managing Semantic Heterogeneity in Databases : A Theoretical Perspective | 1997 | PODS | 0.00012251453 |