A Wavelet Transform for Efficient Consolidation of Sensor Relations with Quality Guarantees

Summary: Distributed wavelet synopses for in-network sensor data consolidation with strict guarantees. Incremental wavelet construction during collection yields >5× communication reduction and tighter error guarantees; validated on real and synthetic data. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 9919
Venue: VLDB
Year: 2009
Pagerank: 4.1945683e-05
Overall Rank: 12,338 | 14.17%
DOI: -

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Rank	Citing Paper	Year	Venue	Pagerank

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Showing 14 of 14 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank	Cited Paper	Year	Venue	Pagerank
222	Wavelet-Based Histograms for Selectivity Estimation	1998	SIGMOD	0.00032828302
273	Approximate Computation of Multidimensional Aggregates of Sparse Data Using Wavelets	1999	SIGMOD	0.00029390945
344	Surfing Wavelets on Streams: One-Pass Summaries for Approximate Aggregate Queries	2001	VLDB	0.00026702512
405	Approximate Query Processing Using Wavelets	2000	VLDB	0.00024057494
477	Model-Driven Data Acquisition in Sensor Networks	2004	VLDB	0.00022221803
750	Adaptive Precision Setting for Cached Approximate Values	2001	SIGMOD	0.00017220819
885	Query Processing for Sensor Networks	2003	CIDR	0.00015646925
905	The Design of an Acquisitional Query Processor For Sensor Networks	2003	SIGMOD	0.0001546195
1,045	Adaptive Stream Resource Management Using Kalman Filters	2004	SIGMOD	0.00014472777
1,127	Dynamic Maintenance of Wavelet-Based Histograms	2000	VLDB	0.00013819179
1,400	Wavelet Synopses with Error Guarantees	2002	SIGMOD	0.00012191684
4,659	One-Pass Wavelet Synopses for Maximum-Error Metrics	2005	VLDB	6.0160083e-05
4,698	Deterministic Wavelet Thresholding for Maximum-Error Metrics	2004	PODS	5.9887317e-05
6,543	On the Complexity of Generating Optimal Plans with Cross Products (extended abstract)	1997	PODS	5.0208799e-05

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