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: 9414
Venue: VLDB
Year: 2004
Pagerank: 6.200262e-05
Overall Rank: 5,490 | 62.34%
DOI: 10.1016/B978-012088469-8.50028-0

Incoming Non-self Citations Over Time

Authors

1. Sudipto Guha (University of Pennsylvania)
2. Chulyun Kim (Seoul National University)
3. Kyuseok Shim (Seoul National University)

BibTeX Citation

@article{guha_vldb04,
        title = {{XWAVE: Optimal and Approximate Extended Wavelets for Streaming Data}},
        author = {Guha, Sudipto and Kim, Chulyun and Shim, Kyuseok},
        journal = {PVLDB},
        series = {{VLDB} '04},
        doi = {10.1016/B978-012088469-8.50028-0},
        url = {https://doi.org/10.1016/B978-012088469-8.50028-0},
        year = {2004}
}

Incoming Citations (Sorted by Pagerank)

Showing 4 of 4 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
1,252	Streaming Pattern Discovery in Multiple Time-Series	2005	VLDB	0.00011483752
4,188	One-Pass Wavelet Synopses for Maximum-Error Metrics	2005	VLDB	6.8448865e-05
4,285	Beyond Simple Aggregates: Indexing for Summary Queries	2011	PODS	6.7812351e-05
5,911	RPJ: Producing Fast Join Results on Streams through Rate-based Optimization	2005	SIGMOD	6.0443263e-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
9	Online Aggregation	1997	SIGMOD	0.00077458002
35	Improved Histograms for Selectivity Estimation of Range Predicates	1996	SIGMOD	0.00048481081
101	Selectivity Estimation Without the Attribute Value Independence Assumption	1997	VLDB	0.00034376651
149	New Sampling-Based Summary Statistics for Improving Approximate Query Answers	1998	SIGMOD	0.00029226907
168	Wavelet-Based Histograms for Selectivity Estimation	1998	SIGMOD	0.00027541029
213	Approximate Computation of Multidimensional Aggregates of Sparse Data Using Wavelets	1999	SIGMOD	0.00024723025
307	Approximate Query Processing Using Wavelets	2000	VLDB	0.00021792475
311	Surfing Wavelets on Streams: One-Pass Summaries for Approximate Aggregate Queries	2001	VLDB	0.00021760621
435	Histogram-Based Approximation of Set-Valued Query Answers	1999	VLDB	0.000185063
977	Dynamic Maintenance of Wavelet-Based Histograms	2000	VLDB	0.00012864017
2,493	Applying the Golden Rule of Sampling for Query Estimation	2001	SIGMOD	8.5070756e-05
3,264	WALRUS: A Similarity Retrieval Algorithm for Image Databases	1999	SIGMOD	7.5841142e-05
5,650	Extended Wavelets for Multiple Measures	2003	SIGMOD	6.1337629e-05

Semantically Similar Papers

#	Overall Rank	Paper	Year	Venue
1	213	Approximate Computation of Multidimensional Aggregates of Sparse Data Using Wavelets	1999	SIGMOD
2	13,868	Offline and Data Stream algorithms for efficient computation of synopsis structures	2005	VLDB
3	3,241	Optimal and Approximate Computation of Summary Statistics for Range Aggregates	2001	PODS
4	4,325	Deterministic Wavelet Thresholding for Maximum-Error Metrics	2004	PODS
5	4,819	Space efficiency in Synopsis construction algorithms	2005	VLDB
6	1,156	Wavelet Synopses with Error Guarantees	2002	SIGMOD
7	4,188	One-Pass Wavelet Synopses for Maximum-Error Metrics	2005	VLDB
8	307	Approximate Query Processing Using Wavelets	2000	VLDB
9	311	Surfing Wavelets on Streams: One-Pass Summaries for Approximate Aggregate Queries	2001	VLDB
10	5,650	Extended Wavelets for Multiple Measures	2003	SIGMOD