XWAVE: Optimal and Approximate Extended Wavelets for Streaming Data

Summary: Space-efficient streaming extended wavelets for multi-measure data. DP-based optimal and near-opt greedy algorithms minimize representation error with space tied to synopsis size. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 9224
Venue: VLDB
Year: 2004
Pagerank: 5.4193309e-05
Overall Rank: 5,588 | 61.17%
DOI: -

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 4 of 4 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
1,349	Streaming Pattern Discovery in Multiple Time-Series	2005	VLDB	0.00012453634
3,989	Beyond Simple Aggregates: Indexing for Summary Queries	2011	PODS	6.5545373e-05
4,656	One-Pass Wavelet Synopses for Maximum-Error Metrics	2005	VLDB	6.0101164e-05
6,349	RPJ: Producing Fast Join Results on Streams through Rate-based Optimization	2005	SIGMOD	5.0957869e-05

Outgoing Citations (Sorted by Pagerank)

Showing 13 of 13 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
14	Online Aggregation	1997	SIGMOD	0.0010813443
63	Improved Histograms for Selectivity Estimation of Range Predicates	1996	SIGMOD	0.00063595699
141	Selectivity Estimation Without the Attribute Value Independence Assumption	1997	VLDB	0.00041819767
184	New Sampling-Based Summary Statistics for Improving Approximate Query Answers	1998	SIGMOD	0.00036655704
223	Wavelet-Based Histograms for Selectivity Estimation	1998	SIGMOD	0.00032829841
275	Approximate Computation of Multidimensional Aggregates of Sparse Data Using Wavelets	1999	SIGMOD	0.00029381206
344	Surfing Wavelets on Streams: One-Pass Summaries for Approximate Aggregate Queries	2001	VLDB	0.00026698826
360	Histogram-Based Approximation of Set-Valued Query Answers	1999	VLDB	0.00025768448
416	Approximate Query Processing Using Wavelets	2000	VLDB	0.00023773968
1,126	Dynamic Maintenance of Wavelet-Based Histograms	2000	VLDB	0.0001381102
2,666	WALRUS: A Similarity Retrieval Algorithm for Image Databases	1999	SIGMOD	8.3498373e-05
2,840	Applying the Golden Rule of Sampling for Query Estimation	2001	SIGMOD	8.0417349e-05
5,794	Extended Wavelets for Multiple Measures	2003	SIGMOD	5.323907e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
275	Approximate Computation of Multidimensional Aggregates of Sparse Data Using Wavelets	1999	SIGMOD	0.00029381206
13,681	Offline and Data Stream algorithms for efficient computation of synopsis structures	2005	VLDB	-
3,292	Optimal and Approximate Computation of Summary Statistics for Range Aggregates	2001	PODS	7.2598265e-05
4,696	Deterministic Wavelet Thresholding for Maximum-Error Metrics	2004	PODS	5.9843254e-05
3,720	Space efficiency in Synopsis construction algorithms	2005	VLDB	6.8139746e-05
1,400	Wavelet Synopses with Error Guarantees	2002	SIGMOD	0.0001219602
4,656	One-Pass Wavelet Synopses for Maximum-Error Metrics	2005	VLDB	6.0101164e-05
416	Approximate Query Processing Using Wavelets	2000	VLDB	0.00023773968
344	Surfing Wavelets on Streams: One-Pass Summaries for Approximate Aggregate Queries	2001	VLDB	0.00026698826
5,794	Extended Wavelets for Multiple Measures	2003	SIGMOD	5.323907e-05