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: 5418
Venue: SIGMOD
Year: 2017
Pagerank: 6.0680332e-05
Overall Rank: 4,573 | 68.22%
DOI: 10.1145/3035918.3064041

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 6 of 6 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
2,871	Incremental and Approximate Inference for Faster Occlusion-based Deep CNN Explanations	2019	SIGMOD	7.9800983e-05
4,200	Incremental View Maintenance with Triple Lock Factorization Benefits	2018	SIGMOD	6.3618329e-05
7,918	Array DBMS: Past, Present, and (Near) Future	2021	VLDB	4.6129625e-05
8,784	Machine Learning Meets Big Spatial Data	2019	VLDB	4.4473392e-05
9,963	Classifier Construction Under Budget Constraints	2022	SIGMOD	4.2229209e-05
11,493	Convergence of Array DBMS and Cellular Automata: A Road Traffic Simulation Case	2021	SIGMOD	4.1905499e-05

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
55	Efficiently Updating Materialized Views	1986	SIGMOD	0.00065687017
319	Overview of SciDB: Large Scale Array Storage, Processing and Analysis	2010	SIGMOD	0.00027771951
585	DBToaster: Higher-order Delta Processing for Dynamic, Frequently Fresh Views	2012	VLDB	0.00019682634
856	The Multidimensional Database System RasDaMan	1998	SIGMOD	0.00015845377
1,074	RIOT: I/O-Efficient Numerical Computing without SQL	2009	CIDR	0.00014238255
1,110	Materialized View Selection and Maintenance Using Multi-Query Optimization	2001	SIGMOD	0.00013902997
1,428	Algorithms for Deferred View Maintenance	1996	SIGMOD	0.00012030912
1,878	ArrayStore: A Storage Manager for Complex Parallel Array Processing	2011	SIGMOD	0.00010229691
2,026	Lazy Maintenance of Materialized Views	2007	VLDB	9.7466372e-05
2,362	Incremental Maintenance for Non-Distributive Aggregate Functions	2002	VLDB	8.9627806e-05
3,038	How To Roll a Join: Asynchronous Incremental View Maintenance	2000	SIGMOD	7.6712282e-05
3,095	Asynchronous View Maintenance for VLSD Databases	2009	SIGMOD	7.5775325e-05
3,139	ClusterJoin: A Similarity Joins Framework using Map-Reduce	2014	VLDB	7.4915127e-05
3,703	How to Win a Hot Dog Eating Contest: Distributed Incremental View Maintenance with Batch Updates	2016	SIGMOD	6.8249334e-05
5,961	Skew-Aware Join Optimization for Array Databases	2015	SIGMOD	5.2510172e-05
6,502	Similarity Join over Array Data	2016	SIGMOD	5.0288901e-05
6,830	Stacked Indexed Views in Microsoft SQL Server	2005	SIGMOD	4.9081078e-05
6,966	Utilizing IDs to Accelerate Incremental View Maintenance	2015	SIGMOD	4.8754926e-05
7,132	Incremental Elasticity For Array Databases	2014	SIGMOD	4.817779e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
7,132	Incremental Elasticity For Array Databases	2014	SIGMOD	4.817779e-05
1,428	Algorithms for Deferred View Maintenance	1996	SIGMOD	0.00012030912
658	A Performance Analysis of View Materialization Strategies	1987	SIGMOD	0.00018566555
1,090	Incremental Maintenance of Externally Materialized Views	1996	VLDB	0.00014133281
97	Maintaining Views Incrementally	1993	SIGMOD	0.00050863077
261	Maintenance Of Views	1984	SIGMOD	0.00029976111
6,304	Analytical Modeling of Materialized View Maintenance	1988	PODS	5.1160893e-05
1,110	Materialized View Selection and Maintenance Using Multi-Query Optimization	2001	SIGMOD	0.00013902997
267	Deriving Production Rules for Incremental View Maintenance	1991	VLDB	0.00029818774
1,663	Incremental Maintenance for Materialized Views over Semistructured Data	1998	VLDB	0.00010961643