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 (University of California Irvine)
- 2. Kai Zeng (Alibaba)
- 3. Botong Huang (Alibaba)
- 4. Wei Chen (Alibaba)
- 5. Xiaozong Cui (Alibaba)
- 6. Bo Wang (Alibaba)
- 7. Ji Liu (Alibaba)
- 8. Liya Fan (Alibaba)
- 9. Dachuan Qu (Alibaba)
- 10. Zhenyu Hou (Alibaba)
- 11. Tao Guan (Alibaba)
- 12. Chen Li (University of California Irvine)
- 13. Jingren Zhou (Alibaba)
BibTeX Citation
@inproceedings{wang_sigmod20,
title = {{Grosbeak: A Data Warehouse Supporting Resource-Aware Incremental Computing}},
author = {Wang, Zuozhi and Zeng, Kai and Huang, Botong and Chen, Wei and Cui, Xiaozong and Wang, Bo and Liu, Ji and Fan, Liya and Qu, Dachuan and Hou, Zhenyu and Guan, Tao and Li, Chen and Zhou, Jingren},
series = {{SIGMOD} '20},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/3318464.3384708},
url = {https://dl.acm.org/doi/10.1145/3318464.3384708},
year = {2020}
}Incoming Citations (Sorted by Pagerank)
Showing 4 of 4 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 6,626 | Tempura: A General Cost-Based Optimizer Framework for Incremental Data Processing | 2021 | VLDB | 5.8198723e-05 |
| 8,504 | Enabling Window-Based Monotonic Graph Analytics with Reusable Transitional Results for Pattern-Consistent Queries | 2024 | VLDB | 5.4132367e-05 |
| 8,571 | Efficient Incrementialization of Correlated Nested Aggregate Queries using Relative Partial Aggregate Indexes (RPAI) | 2022 | SIGMOD | 5.4102496e-05 |
| 10,842 | Agamotto: Scheduling of Deadline-Oriented Incremental Query Execution under Uncertain Resource Price | 2025 | VLDB | 5.093636e-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 |
|---|---|---|---|---|
| 438 | DBToaster: Higher-order Delta Processing for Dynamic, Frequently Fresh Views | 2012 | VLDB | 0.00018471721 |
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