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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
5417
Venue
SIGMOD
Year
2017
Pagerank
6.0738556e-05
Overall Rank
4,574 | 68.19%
DOI
10.1145/3035918.3064041

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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
55 Efficiently Updating Materialized Views 1986 SIGMOD 0.00065762967
318 Overview of SciDB: Large Scale Array Storage, Processing and Analysis 2010 SIGMOD 0.00027795661
586 DBToaster: Higher-order Delta Processing for Dynamic, Frequently Fresh Views 2012 VLDB 0.00019685374
860 The Multidimensional Database System RasDaMan 1998 SIGMOD 0.00015860465
1,076 RIOT: I/O-Efficient Numerical Computing without SQL 2009 CIDR 0.00014248449
1,112 Materialized View Selection and Maintenance Using Multi-Query Optimization 2001 SIGMOD 0.00013917776
1,421 Algorithms for Deferred View Maintenance 1996 SIGMOD 0.0001205793
1,876 ArrayStore: A Storage Manager for Complex Parallel Array Processing 2011 SIGMOD 0.00010239284
2,022 Lazy Maintenance of Materialized Views 2007 VLDB 9.754634e-05
2,361 Incremental Maintenance for Non-Distributive Aggregate Functions 2002 VLDB 8.9601322e-05
3,037 How To Roll a Join: Asynchronous Incremental View Maintenance 2000 SIGMOD 7.6731715e-05
3,092 Asynchronous View Maintenance for VLSD Databases 2009 SIGMOD 7.5800633e-05
3,141 ClusterJoin: A Similarity Joins Framework using Map-Reduce 2014 VLDB 7.4829448e-05
3,704 How to Win a Hot Dog Eating Contest: Distributed Incremental View Maintenance with Batch Updates 2016 SIGMOD 6.827494e-05
5,960 Skew-Aware Join Optimization for Array Databases 2015 SIGMOD 5.2559595e-05
6,507 Similarity Join over Array Data 2016 SIGMOD 5.0337166e-05
6,832 Stacked Indexed Views in Microsoft SQL Server 2005 SIGMOD 4.9128255e-05
6,968 Utilizing IDs to Accelerate Incremental View Maintenance 2015 SIGMOD 4.8801295e-05
7,134 Incremental Elasticity For Array Databases 2014 SIGMOD 4.822331e-05
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Semantically Similar Papers

Overall Rank Paper Year Venue Pagerank
7,134 Incremental Elasticity For Array Databases 2014 SIGMOD 4.822331e-05
1,421 Algorithms for Deferred View Maintenance 1996 SIGMOD 0.0001205793
653 A Performance Analysis of View Materialization Strategies 1987 SIGMOD 0.00018626606
1,093 Incremental Maintenance of Externally Materialized Views 1996 VLDB 0.00014134451
95 Maintaining Views Incrementally 1993 SIGMOD 0.00050896659
261 Maintenance Of Views 1984 SIGMOD 0.00030020186
6,301 Analytical Modeling of Materialized View Maintenance 1988 PODS 5.1219348e-05
1,112 Materialized View Selection and Maintenance Using Multi-Query Optimization 2001 SIGMOD 0.00013917776
264 Deriving Production Rules for Incremental View Maintenance 1991 VLDB 0.00029844694
1,639 Incremental Maintenance for Materialized Views over Semistructured Data 1998 VLDB 0.00011048834