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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)

Paper ID
5479
Venue
SIGMOD
Year
2017
Pagerank
6.7191598e-05
Overall Rank
4,406 | 69.78%
DOI
10.1145/3035918.3064041

Incoming Non-self Citations Over Time

Authors

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.

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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.

Rank Cited Paper Year Venue Pagerank
39 Efficiently Updating Materialized Views 1986 SIGMOD 0.00047309646
239 Overview of SciDB: Large Scale Array Storage, Processing and Analysis 2010 SIGMOD 0.00023674329
438 DBToaster: Higher-order Delta Processing for Dynamic, Frequently Fresh Views 2012 VLDB 0.00018471721
724 The Multidimensional Database System RasDaMan 1998 SIGMOD 0.00014620119
929 Materialized View Selection and Maintenance Using Multi-Query Optimization 2001 SIGMOD 0.00013152103
1,039 RIOT: I/O-Efficient Numerical Computing without SQL 2009 CIDR 0.00012474977
1,133 Algorithms for Deferred View Maintenance 1996 SIGMOD 0.00012039326
1,742 ArrayStore: A Storage Manager for Complex Parallel Array Processing 2011 SIGMOD 9.8748669e-05
1,750 Lazy Maintenance of Materialized Views 2007 VLDB 9.8392477e-05
2,064 Incremental Maintenance for Non-Distributive Aggregate Functions 2002 VLDB 9.2383582e-05
2,567 ClusterJoin: A Similarity Joins Framework using Map-Reduce 2014 VLDB 8.4098241e-05
2,725 How To Roll a Join: Asynchronous Incremental View Maintenance 2000 SIGMOD 8.2043938e-05
2,966 Asynchronous View Maintenance for VLSD Databases 2009 SIGMOD 7.9152992e-05
3,087 How to Win a Hot Dog Eating Contest: Distributed Incremental View Maintenance with Batch Updates 2016 SIGMOD 7.7702906e-05
5,534 Skew-Aware Join Optimization for Array Databases 2015 SIGMOD 6.1831004e-05
6,157 Similarity Join over Array Data 2016 SIGMOD 5.9554363e-05
6,671 Stacked Indexed Views in Microsoft SQL Server 2005 SIGMOD 5.807209e-05
6,739 Utilizing IDs to Accelerate Incremental View Maintenance 2015 SIGMOD 5.7873433e-05
6,831 Incremental Elasticity For Array Databases 2014 SIGMOD 5.7599208e-05
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