Periscope/GQ: A Graph Querying Toolkit
Summary: Periscope/GQ is a graph querying toolkit built atop a traditional RDBMS, enforcing a uniform graph schema inside a relational store. It delivers approximate graph matching, large-graph alignment, and graph summarization, boosted by novel indexing, demonstrated in life sciences and social networks. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Yuanyuan Tian
- 2. Jignesh M. Patel
- 3. Viji Nair
- 4. Sebastian Martini
- 5. Matthias Kretzler
Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,159 | k-Nearest Neighbors in Uncertain Graphs | 2010 | VLDB | 0.00013584223 |
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Outgoing Citations (Sorted by Pagerank)
Showing 5 of 5 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 172 | Algorithmics and Applications of Tree and Graph Searching | 2002 | PODS | 0.00038837872 |
| 202 | Graph Indexing: A Frequent Structure-based Approach | 2004 | SIGMOD | 0.00034881375 |
| 435 | Efficient Aggregation for Graph Summarization | 2008 | SIGMOD | 0.00023268266 |
| 576 | Substructure Similarity Search in Graph Databases | 2005 | SIGMOD | 0.00019858777 |
| 1,327 | GraphDB: Modeling and Querying Graphs in Databases | 1994 | VLDB | 0.00012571112 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 7,867 | Graph Data Management Systems for New Application Domains | 2011 | VLDB | 4.6282128e-05 |
| 12,188 | iGraph in Action: Performance Analysis of Disk-Based Graph Indexing Techniques | 2011 | SIGMOD | 4.1905499e-05 |
| 9,565 | Quegel: A General-Purpose System for Querying Big Graphs | 2016 | SIGMOD | 4.3212967e-05 |
| 3,330 | Schemaless and Structureless Graph Querying | 2014 | VLDB | 7.2116683e-05 |
| 7,094 | PICASSO: Exploratory Search of Connected Subgraph Substructures in Graph Databases | 2017 | VLDB | 4.8293255e-05 |
| 7,819 | GraphScope: A One-Stop Large Graph Processing System | 2021 | VLDB | 4.6397234e-05 |
| 7,759 | G-SQL: Fast Query Processing via Graph Exploration | 2016 | VLDB | 4.6549638e-05 |
| 9,300 | Perseus: An Interactive Large-Scale Graph Mining and Visualization Tool | 2015 | VLDB | 4.3562916e-05 |
| 3,967 | SLQ: A User-friendly Graph Querying System | 2014 | SIGMOD | 6.5781961e-05 |
| 4,299 | Periscope/SQ: Interactive Exploration of Biological Sequence Databases | 2007 | VLDB | 6.2824978e-05 |