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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
h697d5bed1659bd25
Venue
SIGMOD
Year
2017
Pagerank
6.5486702e-05
Overall Rank
4,525 | 69.67%
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 0.00046445099
247 Overview of SciDB: Large Scale Array Storage, Processing and Analysis 2010 SIGMOD 0.00023119762
408 DBToaster: Higher-order Delta Processing for Dynamic, Frequently Fresh Views 2012 VLDB 0.00018836656
743 The Multidimensional Database System RasDaMan 1998 SIGMOD 0.00014282576
927 Materialized View Selection and Maintenance Using Multi-Query Optimization 2001 SIGMOD 0.00013020035
1,050 RIOT: I/O-Efficient Numerical Computing without SQL 2009 CIDR 0.00012291671
1,150 Algorithms for Deferred View Maintenance 1996 SIGMOD 0.00011766641
1,786 ArrayStore: A Storage Manager for Complex Parallel Array Processing 2011 SIGMOD 9.6344047e-05
1,790 Lazy Maintenance of Materialized Views 2007 VLDB 9.6228433e-05
2,095 Incremental Maintenance for Non-Distributive Aggregate Functions 2002 VLDB 9.0408055e-05
2,581 ClusterJoin: A Similarity Joins Framework using Map-Reduce 2014 VLDB 8.2491224e-05
2,770 How To Roll a Join: Asynchronous Incremental View Maintenance 2000 SIGMOD 8.0178105e-05
3,029 Asynchronous View Maintenance for VLSD Databases 2009 SIGMOD 7.7174537e-05
3,138 How to Win a Hot Dog Eating Contest: Distributed Incremental View Maintenance with Batch Updates 2016 SIGMOD 7.5866991e-05
5,680 Skew-Aware Join Optimization for Array Databases 2015 SIGMOD 6.0233693e-05
6,168 Similarity Join over Array Data 2016 SIGMOD 5.8484846e-05
6,824 Stacked Indexed Views in Microsoft SQL Server 2005 SIGMOD 5.6568082e-05
6,873 Utilizing IDs to Accelerate Incremental View Maintenance 2015 SIGMOD 5.6436117e-05
6,987 Incremental Elasticity For Array Databases 2014 SIGMOD 5.6115324e-05
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