Workload Matters: Why RDF Databases Need a New Design
Summary: Workload-aware, adaptive RDF DB design to handle diverse SPARQL workloads. Re-evaluates RDF physical design criteria and tackles new challenges from dynamic workloads, arguing that existing systems are workload-oblivious and fail to deliver consistent performance. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Güneş Aluç
- 2. M. Tamer Özsu
- 3. Khuzaima Daudjee
Incoming Citations (Sorted by Pagerank)
Showing 4 of 4 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 8,577 | RBench: Application-Specific RDF Benchmarking | 2015 | SIGMOD | 4.4926769e-05 |
| 8,625 | Generating Flexible Workloads for Graph Databases | 2016 | VLDB | 4.4830029e-05 |
| 11,738 | Stylus: A Strongly-Typed Store for Serving Massive RDF Data | 2018 | VLDB | 4.1945683e-05 |
| 11,932 | Evaluating SPARQL Queries on Massive RDF Datasets | 2015 | VLDB | 4.1945683e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 9 of 9 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 582 | Scalable SPARQL Querying of Large RDF Graphs | 2011 | VLDB | 0.00019723083 |
| 624 | Hexastore: Sextuple Indexing for Semantic Web Data Management | 2008 | VLDB | 0.00018988711 |
| 1,706 | Column-Store Support for RDF Data Management: not all swans are white | 2008 | VLDB | 0.00010823026 |
| 1,959 | Building an Efficient RDF Store Over a Relational Database | 2013 | SIGMOD | 9.9563798e-05 |
| 2,196 | gStore: Answering SPARQL Queries via Subgraph Matching | 2011 | VLDB | 9.3089621e-05 |
| 2,363 | Merging What’s Cracked, Cracking What’s Merged: Adaptive Indexing in Main-Memory Column-Stores | 2011 | VLDB | 8.9580928e-05 |
| 2,410 | Scalable Join Processing on Very Large RDF Graphs | 2009 | SIGMOD | 8.8773796e-05 |
| 2,787 | To Tune or not to Tune? A Lightweight Physical Design Alerter | 2006 | VLDB | 8.1263608e-05 |
| 3,442 | Apples and Oranges: A Comparison of RDF Benchmarks and Real RDF Datasets | 2011 | SIGMOD | 7.0907071e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 6,127 | DREAM: Distributed RDF Engine with Adaptive Query Planner and Minimal Communication | 2015 | VLDB | 5.1981241e-05 |
| 7,263 | H2 RDF+: An Efficient Data Management System for Big RDF Graphs | 2014 | SIGMOD | 4.7851876e-05 |
| 1,675 | A Distributed Graph Engine for Web Scale RDF Data | 2013 | VLDB | 0.00010947606 |
| 6,226 | Cloud-based RDF Data Management | 2014 | SIGMOD | 5.1476331e-05 |
| 2,304 | Querying Semantic Web Data with SPARQL | 2011 | PODS | 9.0648775e-05 |
| 1,959 | Building an Efficient RDF Store Over a Relational Database | 2013 | SIGMOD | 9.9563798e-05 |
| 7,818 | A Survey and Experimental Comparison of Distributed SPARQL Engines for Very Large RDF Data | 2017 | VLDB | 4.6434716e-05 |
| 872 | An Efficient SQL-based RDF Querying Scheme | 2005 | VLDB | 0.00015759968 |
| 5,771 | Graph-Aware, Workload-Adaptive SPARQL Query Caching | 2015 | SIGMOD | 5.3325981e-05 |
| 582 | Scalable SPARQL Querying of Large RDF Graphs | 2011 | VLDB | 0.00019723083 |