Incremental View Maintenance over Array Data
Summary: Introduces materialized array views for scientific data products and treats data cooking as incremental view maintenance with batch updates. A three-stage heuristic selects update plans and repartitions array and view from past-update windows (no extra overhead), with a cost model and evaluation on real astronomical data. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Weijie Zhao (University of California Merced)
- 2. Florin Rusu (Lawrence Berkeley National Laboratory; University of California Merced)
- 3. Bin Dong (Lawrence Berkeley National Laboratory)
- 4. Kesheng Wu (Lawrence Berkeley National Laboratory)
- 5. Peter Nugent (Lawrence Berkeley National Laboratory)
BibTeX Citation
@inproceedings{zhao_sigmod17,
title = {{Incremental View Maintenance over Array Data}},
author = {Zhao, Weijie and Rusu, Florin and Dong, Bin and Wu, Kesheng and Nugent, Peter},
series = {{SIGMOD} '17},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/3035918.3064041},
url = {https://dl.acm.org/doi/10.1145/3035918.3064041},
year = {2017}
}
Incoming Citations (Sorted by Pagerank)
Showing 6 of 6 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 2,987 | Incremental and Approximate Inference for Faster Occlusion-based Deep CNN Explanations | 2019 | SIGMOD | 7.8907997e-05 |
| 3,206 | Incremental View Maintenance with Triple Lock Factorization Benefits | 2018 | SIGMOD | 7.6367549e-05 |
| 7,961 | Array DBMS: Past, Present, and (Near) Future | 2021 | VLDB | 5.5181056e-05 |
| 8,722 | Machine Learning Meets Big Spatial Data | 2019 | VLDB | 5.3769871e-05 |
| 10,112 | Classifier Construction Under Budget Constraints | 2022 | SIGMOD | 5.1319012e-05 |
| 11,687 | Convergence of Array DBMS and Cellular Automata: A Road Traffic Simulation Case | 2021 | SIGMOD | 5.093636e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 19 of 19 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
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| 1 | 6,831 | Incremental Elasticity For Array Databases | 2014 | SIGMOD |
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| 9 | 258 | Deriving Production Rules for Incremental View Maintenance | 1991 | VLDB |
| 10 | 1,834 | Incremental Maintenance for Materialized Views over Semistructured Data | 1998 | VLDB |