Abstract
We demonstrate AvantGraph, a graph query processing engine developed by the Database group at TU Eindhoven. Designed for efficient processing of
both
subgraph matching and navigational graph queries, AvantGraph encompasses innovation in three key areas: the planner, the cardinality estimator, and the execution engine. We present demonstration scenarios covering a wide range of workloads across diverse domains which (1) provides deep insights into the core challenges of complex graph query processing and (2) showcases corresponding critical optimizations via "under-the-hood" operational insights of AvantGraph's key components.
Publisher
Association for Computing Machinery (ACM)
Subject
General Earth and Planetary Sciences,Water Science and Technology,Geography, Planning and Development
Reference18 articles.
1. Zahid Abul-Basher , Nikolay Yakovets , Parke Godfrey , Stanley Clark , and Mark Chignell . 2021 . Answer graph: Factorization matters in large graphs . In Proceedings of the 24th International Conference on Extending Database Technology. Zahid Abul-Basher, Nikolay Yakovets, Parke Godfrey, Stanley Clark, and Mark Chignell. 2021. Answer graph: Factorization matters in large graphs. In Proceedings of the 24th International Conference on Extending Database Technology.
2. Renzo Angles. 2018. The Property Graph Database Model.. In AMW. Renzo Angles. 2018. The Property Graph Database Model.. In AMW.
3. R Angles M Arenas P Barceló P Boncz G Fletcher C Gutierrez T Lindaaker M Paradies S Plantikow J Sequeda etal 2018. G-CORE: A core for future graph query languages. In SIGMOD. R Angles M Arenas P Barceló P Boncz G Fletcher C Gutierrez T Lindaaker M Paradies S Plantikow J Sequeda et al. 2018. G-CORE: A core for future graph query languages. In SIGMOD.
4. Worst-Case Optimal Graph Joins in Almost No Space
5. Querying Graphs
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