Graph Data Management Systems for New Application Domains
Summary: Survey of graph data management for large-scale graphs; taxonomy by data/computation models, with representations (dense/sparse native, triples, relational) and core queries (reachability, neighborhoods, updates). Maps models to concrete systems and workloads; contrasts declarative, optimizable query-driven approaches (Neo4j/Horton) with procedural ones (Pregel), highlighting optimization implications. (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 3 of 3 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4,830 | Systems for Big-Graphs | 2014 | VLDB | 5.8924342e-05 |
| 6,847 | TriAL for RDF: Adapting Graph Query Languages for RDF Data | 2013 | PODS | 4.9089877e-05 |
| 7,775 | Graph Querying Meets HCI: State of the Art and Future Directions | 2017 | SIGMOD | 4.653773e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 1 of 1 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4 | Pregel: A System for Large-Scale Graph Processing | 2010 | SIGMOD | 0.0019005923 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 3,143 | Extracting and Analyzing Hidden Graphs from Relational Databases | 2017 | SIGMOD | 7.4804326e-05 |
| 9,887 | Graph Exploration: From Users to Large Graphs | 2017 | SIGMOD | 4.2621158e-05 |
| 1,037 | Querying Graph Databases | 2013 | PODS | 0.00014502493 |
| 5,792 | Querying in the Age of Graph Databases and Knowledge Graphs | 2021 | SIGMOD | 5.325937e-05 |
| 3,232 | Managing Large Dynamic Graphs Efficiently | 2012 | SIGMOD | 7.336861e-05 |
| 6,639 | Modern Techniques for Querying Graph-Structured Relations: Foundations, System Implementations, and Open Challenges | 2022 | VLDB | 4.9801324e-05 |
| 7,998 | Data Management for Social Networking | 2016 | PODS | 4.6101889e-05 |
| 4,830 | Systems for Big-Graphs | 2014 | VLDB | 5.8924342e-05 |
| 10,843 | Machine Learning for Graph Data Management and Query Processing | 2025 | VLDB | 4.1945683e-05 |
| 5,504 | Managing and Mining Large Graphs: Systems and Implementations | 2012 | SIGMOD | 5.4737941e-05 |