Grosbeak: A Data Warehouse Supporting Resource-Aware Incremental Computing
Summary: Grosbeak is a resource-aware data warehouse for recurring analytic jobs that uses incremental, small batches as data arrive. It schedules these batches on idle capacity to smooth resource skew and improve utilization, demonstrated on real pipelines. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Zuozhi Wang
- 2. Kai Zeng
- 3. Botong Huang
- 4. Wei Chen
- 5. Xiaozong Cui
- 6. Bo Wang
- 7. Ji Liu
- 8. Liya Fan
- 9. Dachuan Qu
- 10. Zhenyu Hou
- 11. Tao Guan
- 12. Chen Li
- 13. Jingren Zhou
Incoming Citations (Sorted by Pagerank)
Showing 4 of 4 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 7,305 | Tempura: A General Cost-Based Optimizer Framework for Incremental Data Processing | 2021 | VLDB | 4.7678776e-05 |
| 8,611 | Efficient Incrementialization of Correlated Nested Aggregate Queries using Relative Partial Aggregate Indexes (RPAI) | 2022 | SIGMOD | 4.4852886e-05 |
| 9,484 | Enabling Window-Based Monotonic Graph Analytics with Reusable Transitional Results for Pattern-Consistent Queries | 2024 | VLDB | 4.3341665e-05 |
| 10,577 | Agamotto: Scheduling of Deadline-Oriented Incremental Query Execution under Uncertain Resource Price | 2025 | VLDB | 4.1945683e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 1 of 1 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 586 | DBToaster: Higher-order Delta Processing for Dynamic, Frequently Fresh Views | 2012 | VLDB | 0.00019685374 |
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| 2,658 | Data Warehousing and Analytics Infrastructure at Facebook | 2010 | SIGMOD | 8.3607429e-05 |
| 6,620 | Performance Issues in Incremental Warehouse Maintenance | 2000 | VLDB | 4.990907e-05 |
| 1,816 | Incremental Clustering for Mining in a Data Warehousing Environment | 1998 | VLDB | 0.0001045313 |