DREAM: Distributed RDF Engine with Adaptive Query Planner and Minimal Communication
Summary: DREAM partitions SPARQL queries, not RDF data, avoiding intermediate shuffles and enabling pattern matching. An adaptive, graph-based, rule-oriented planner and a new cost model distribute work across clusters and outperform popular RDF systems. (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 4 of 4 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 2,450 | Functional Dependencies for Graphs | 2016 | SIGMOD | 8.7882979e-05 |
| 7,818 | A Survey and Experimental Comparison of Distributed SPARQL Engines for Very Large RDF Data | 2017 | VLDB | 4.6434716e-05 |
| 7,905 | S2RDF: RDF Querying with SPARQL on Spark | 2016 | VLDB | 4.6211706e-05 |
| 11,738 | Stylus: A Strongly-Typed Store for Serving Massive RDF Data | 2018 | VLDB | 4.1945683e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 11 of 11 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 417 | Scalable Semantic Web Data Management Using Vertical Partitioning | 2007 | VLDB | 0.00023794574 |
| 558 | Trinity: A Distributed Graph Engine on a Memory Cloud | 2013 | SIGMOD | 0.00020168032 |
| 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 |
| 651 | Efficient Subgraph Matching on Billion Node Graphs | 2012 | VLDB | 0.00018648572 |
| 872 | An Efficient SQL-based RDF Querying Scheme | 2005 | VLDB | 0.00015759968 |
| 1,066 | Probase: A Probabilistic Taxonomy for Text Understanding | 2012 | SIGMOD | 0.0001433416 |
| 1,675 | A Distributed Graph Engine for Web Scale RDF Data | 2013 | VLDB | 0.00010947606 |
| 1,959 | Building an Efficient RDF Store Over a Relational Database | 2013 | SIGMOD | 9.9563798e-05 |
| 2,554 | TripleBit: a Fast and Compact System for Large Scale RDF Data | 2013 | VLDB | 8.549897e-05 |
| 2,803 | TriAD: A Distributed Shared-Nothing RDF Engine based on Asynchronous Message Passing | 2014 | SIGMOD | 8.0940362e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,213 | RDF-3X: a RISC-style Engine for RDF | 2008 | VLDB | 0.0001325231 |
| 5,771 | Graph-Aware, Workload-Adaptive SPARQL Query Caching | 2015 | SIGMOD | 5.3325981e-05 |
| 872 | An Efficient SQL-based RDF Querying Scheme | 2005 | VLDB | 0.00015759968 |
| 7,263 | H2 RDF+: An Efficient Data Management System for Big RDF Graphs | 2014 | SIGMOD | 4.7851876e-05 |
| 4,729 | Workload Matters: Why RDF Databases Need a New Design | 2014 | VLDB | 5.9675136e-05 |
| 6,401 | Scaling Queries over Big RDF Graphs with Semantic Hash Partitioning | 2013 | VLDB | 5.0801167e-05 |
| 1,675 | A Distributed Graph Engine for Web Scale RDF Data | 2013 | VLDB | 0.00010947606 |
| 582 | Scalable SPARQL Querying of Large RDF Graphs | 2011 | VLDB | 0.00019723083 |
| 11,932 | Evaluating SPARQL Queries on Massive RDF Datasets | 2015 | VLDB | 4.1945683e-05 |
| 7,818 | A Survey and Experimental Comparison of Distributed SPARQL Engines for Very Large RDF Data | 2017 | VLDB | 4.6434716e-05 |