Mind the Gap: Bridging Multi-Domain Query Workloads with EmptyHeaded
Summary: Demonstrates EmptyHeaded, an interactive engine that unifies domain-specific workloads (graphs, linear algebra) with a single query architecture beyond traditional RDBMS. Leveraging advanced join processing and in-query data transformations, it shows cross-domain performance and flexibility via a Jupyter notebook demo. (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 |
|---|---|---|---|---|
| 2,934 | AIDA - Abstraction for Advanced In-Database Analytics | 2018 | VLDB | 7.8595778e-05 |
| 8,514 | UPLIFT: Parallelization Strategies for Feature Transformations in Machine Learning Workloads | 2022 | VLDB | 4.4944285e-05 |
| 10,483 | Fast Hypertree Decompositions via Linear Programming: Fractional and Generalized | 2025 | SIGMOD | 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 |
|---|---|---|---|---|
| 66 | Spark SQL: Relational Data Processing in Spark | 2015 | SIGMOD | 0.00061639801 |
| 342 | EmptyHeaded: A Relational Engine for Graph Processing | 2016 | SIGMOD | 0.00026795977 |
| 502 | Worst-case Optimal Join Algorithms | 2012 | PODS | 0.00021526612 |
| 903 | To Join or Not to Join? Thinking Twice about Joins before Feature Selection | 2016 | SIGMOD | 0.0001547016 |
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