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: 9223
Venue: VLDB
Year: 2004
Pagerank: 5.4245689e-05
Overall Rank: 5,579 | 61.19%
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
1,346	Streaming Pattern Discovery in Multiple Time-Series	2005	VLDB	0.00012466288
3,991	Beyond Simple Aggregates: Indexing for Summary Queries	2011	PODS	6.5553055e-05
4,659	One-Pass Wavelet Synopses for Maximum-Error Metrics	2005	VLDB	6.0160083e-05
6,338	RPJ: Producing Fast Join Results on Streams through Rate-based Optimization	2005	SIGMOD	5.105321e-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	0.0010801504
64	Improved Histograms for Selectivity Estimation of Range Predicates	1996	SIGMOD	0.00063612837
141	Selectivity Estimation Without the Attribute Value Independence Assumption	1997	VLDB	0.00041786333
184	New Sampling-Based Summary Statistics for Improving Approximate Query Answers	1998	SIGMOD	0.00036625711
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
361	Histogram-Based Approximation of Set-Valued Query Answers	1999	VLDB	0.00025775749
405	Approximate Query Processing Using Wavelets	2000	VLDB	0.00024057494
1,127	Dynamic Maintenance of Wavelet-Based Histograms	2000	VLDB	0.00013819179
2,661	WALRUS: A Similarity Retrieval Algorithm for Image Databases	1999	SIGMOD	8.3575285e-05
2,835	Applying the Golden Rule of Sampling for Query Estimation	2001	SIGMOD	8.0448428e-05
5,783	Extended Wavelets for Multiple Measures	2003	SIGMOD	5.3289633e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
273	Approximate Computation of Multidimensional Aggregates of Sparse Data Using Wavelets	1999	SIGMOD	0.00029390945
13,667	Offline and Data Stream algorithms for efficient computation of synopsis structures	2005	VLDB	-
3,310	Optimal and Approximate Computation of Summary Statistics for Range Aggregates	2001	PODS	7.2408955e-05
4,698	Deterministic Wavelet Thresholding for Maximum-Error Metrics	2004	PODS	5.9887317e-05
3,719	Space efficiency in Synopsis construction algorithms	2005	VLDB	6.8204683e-05
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
405	Approximate Query Processing Using Wavelets	2000	VLDB	0.00024057494
344	Surfing Wavelets on Streams: One-Pass Summaries for Approximate Aggregate Queries	2001	VLDB	0.00026702512
5,783	Extended Wavelets for Multiple Measures	2003	SIGMOD	5.3289633e-05