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 |
|---|---|---|---|---|
| 4,834 | Systems for Big-Graphs | 2014 | VLDB | 5.8867916e-05 |
| 6,846 | TriAL for RDF: Adapting Graph Query Languages for RDF Data | 2013 | PODS | 4.9042778e-05 |
| 7,777 | Graph Querying Meets HCI: State of the Art and Future Directions | 2017 | SIGMOD | 4.6493104e-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 | 0.0019040811 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 3,147 | Extracting and Analyzing Hidden Graphs from Relational Databases | 2017 | SIGMOD | 7.4825501e-05 |
| 9,886 | Graph Exploration: From Users to Large Graphs | 2017 | SIGMOD | 4.2580321e-05 |
| 1,040 | Querying Graph Databases | 2013 | PODS | 0.00014483577 |
| 5,802 | Querying in the Age of Graph Databases and Knowledge Graphs | 2021 | SIGMOD | 5.3209544e-05 |
| 3,234 | Managing Large Dynamic Graphs Efficiently | 2012 | SIGMOD | 7.3302974e-05 |
| 6,640 | Modern Techniques for Querying Graph-Structured Relations: Foundations, System Implementations, and Open Challenges | 2022 | VLDB | 4.9753538e-05 |
| 7,926 | Data Management for Social Networking | 2016 | PODS | 4.6107647e-05 |
| 4,834 | Systems for Big-Graphs | 2014 | VLDB | 5.8867916e-05 |
| 10,847 | Machine Learning for Graph Data Management and Query Processing | 2025 | VLDB | 4.1905499e-05 |
| 5,517 | Managing and Mining Large Graphs: Systems and Implementations | 2012 | SIGMOD | 5.4685314e-05 |