Large-Scale Graph Analytics in Aster 6: Bringing Context to Big Data Discovery
Summary: Extends Teradata Aster 6 with a graph engine for iterative analytics in a multi-engine, bulk-synchronous-parallel platform. Graph functions via a vertex API run from SQL and can be composed with SQL-MR for integrated graph and non-graph analytics. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. David Simmen
- 2. Karl Schnaitter
- 3. Jeff Davis
- 4. Yingjie He
- 5. Sangeet Lohariwala
- 6. Ajay Mysore
- 7. Vinayak Shenoi
- 8. Mingfeng Tan
- 9. Yu Xiao
Incoming Citations (Sorted by Pagerank)
Showing 7 of 7 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 851 | The case against specialized graph analytics engines | 2015 | CIDR | 0.0001594441 |
| 1,665 | The More the Merrier: Efficient Multi-Source Graph Traversal | 2015 | VLDB | 0.00010967716 |
| 3,143 | Extracting and Analyzing Hidden Graphs from Relational Databases | 2017 | SIGMOD | 7.4804326e-05 |
| 4,360 | GRFusion: Graphs as First-Class Citizens in Main-Memory Relational Database Systems | 2018 | SIGMOD | 6.256733e-05 |
| 5,805 | GraphGen: Exploring Interesting Graphs in Relational Data | 2015 | VLDB | 5.3203552e-05 |
| 7,352 | Janus: Transactional Processing of Navigational and Analytical Graph Queries on Many-core Servers | 2017 | CIDR | 4.753996e-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 4 of 4 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 |
| 1,355 | SQL/MapReduce: A practical approach to self-describing, polymorphic, and parallelizable user-defined functions | 2009 | VLDB | 0.00012404572 |
| 2,172 | Spinning Fast Iterative Data Flows | 2012 | VLDB | 9.3706587e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 11,647 | Ariadne: Online Provenance for Big Graph Analytics | 2019 | SIGMOD | 4.1945683e-05 |
| 9,887 | Graph Exploration: From Users to Large Graphs | 2017 | SIGMOD | 4.2621158e-05 |
| 7,287 | Discovering Association Rules from Big Graphs | 2022 | VLDB | 4.7762276e-05 |
| 4,577 | Accelerating Dynamic Graph Analytics on GPUs | 2018 | VLDB | 6.0709631e-05 |
| 7,813 | GraphScope: A One-Stop Large Graph Processing System | 2021 | VLDB | 4.6441779e-05 |
| 3,200 | Big Data Analytics with Datalog Queries on Spark | 2016 | SIGMOD | 7.3912411e-05 |
| 10,367 | Aster: Enhancing LSM-structures for Scalable Graph Database | 2025 | SIGMOD | 4.1945683e-05 |
| 8,396 | Optimizing Declarative Graph Queries at Large Scale | 2019 | SIGMOD | 4.5276541e-05 |
| 11,736 | Declarative and distributed graph analytics with GRADOOP | 2018 | VLDB | 4.1945683e-05 |
| 7,794 | Large-scale Complex Analytics on Semi-structured Datasets using AsterixDB and Spark | 2016 | VLDB | 4.6482977e-05 |