Ringo: Interactive Graph Analytics on Big-Memory Machines
Summary: Ringo enables interactive graph analytics on a single big-memory machine. It ingests relational tables to build graphs and offers 200+ analytics functions, delivering high performance with easy, iterative data exploration for graph workloads. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Yonathan Perez
- 2. Rok Sosič
- 3. Arijit Banerjee
- 4. Rohan Puttagunta
- 5. Martin Raison
- 6. Pararth Shah
- 7. Jure Leskovec
Incoming Citations (Sorted by Pagerank)
Showing 4 of 4 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 3,143 | Extracting and Analyzing Hidden Graphs from Relational Databases | 2017 | SIGMOD | 7.4804326e-05 |
| 5,805 | GraphGen: Exploring Interesting Graphs in Relational Data | 2015 | VLDB | 5.3203552e-05 |
| 9,790 | Chimera: A system design of dual storage and traversal-join unified query processing for SQL/PGQ | 2025 | VLDB | 4.2818172e-05 |
| 11,874 | Graph-based Exploration of Non-graph Datasets | 2016 | VLDB | 4.1945683e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 7 of 7 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 |
| 37 | Distributed GraphLab: A Framework for Machine Learning and Data Mining in the Cloud | 2012 | VLDB | 0.0007522744 |
| 558 | Trinity: A Distributed Graph Engine on a Memory Cloud | 2013 | SIGMOD | 0.00020168032 |
| 1,408 | An Experimental Comparison of Pregel-like Graph Processing Systems | 2014 | VLDB | 0.00012133511 |
| 1,678 | Navigating the Maze of Graph Analytics Frameworks using Massive Graph Datasets | 2014 | SIGMOD | 0.00010933417 |
| 3,129 | Scalable Big Graph Processing in MapReduce | 2014 | SIGMOD | 7.5008242e-05 |
| 3,534 | OPT: A New Framework for Overlapped and Parallel Triangulation in Large-scale Graphs | 2014 | SIGMOD | 6.9997025e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 8,146 | MiniGraph: Querying Big Graphs with a Single Machine | 2023 | VLDB | 4.5755031e-05 |
| 5,570 | iTurboGraph: Scaling and Automating Incremental Graph Analytics | 2021 | SIGMOD | 5.4284968e-05 |
| 9,367 | HiNGE: Enabling Temporal Network Analytics at Scale | 2013 | SIGMOD | 4.3484215e-05 |
| 11,516 | RealGraphWeb: A Graph Analysis Platform on the Web | 2021 | VLDB | 4.1945683e-05 |
| 9,887 | Graph Exploration: From Users to Large Graphs | 2017 | SIGMOD | 4.2621158e-05 |
| 1,678 | Navigating the Maze of Graph Analytics Frameworks using Massive Graph Datasets | 2014 | SIGMOD | 0.00010933417 |
| 4,830 | Systems for Big-Graphs | 2014 | VLDB | 5.8924342e-05 |
| 11,664 | GraphWrangler: An Interactive Graph View on Relational Data | 2019 | SIGMOD | 4.1945683e-05 |
| 13,086 | Effective Clustering for Large Multi-Relational Graphs | 2026 | SIGMOD | - |
| 9,295 | Perseus: An Interactive Large-Scale Graph Mining and Visualization Tool | 2015 | VLDB | 4.3604709e-05 |