SHIFT-SPLIT: I/O Efficient Maintenance of Wavelet-Transformed Multidimensional Data
Summary: SHIFT-SPLIT are two wavelet-domain operations for multidimensional data, enabling I/O-efficient maintenance in the transform space. Proofs for six data-maintenance scenarios (transform, append, streaming, reconstruction) show I/O savings with optimal coefficient-to-disk-block allocation; validated on real data. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Mehrdad Jahangiri (University of Southern California)
- 2. Dimitris Sacharidis (National Technical University of Athens; University of Southern California)
- 3. Cyrus Shahabi (University of Southern California)
BibTeX Citation
@inproceedings{jahangiri_sigmod05,
title = {{SHIFT-SPLIT: I/O Efficient Maintenance of Wavelet-Transformed Multidimensional Data}},
author = {Jahangiri, Mehrdad and Sacharidis, Dimitris and Shahabi, Cyrus},
series = {{SIGMOD} '05},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/1066157.1066189},
url = {https://dl.acm.org/doi/10.1145/1066157.1066189},
year = {2005}
}
Incoming Citations (Sorted by Pagerank)
Showing 2 of 2 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 12,471 | Parsimonious Linear Fingerprinting for Time Series | 2010 | VLDB | 5.093636e-05 |
| 13,855 | ProDA: A Suite of Web-Services for Progressive Data Analysis | 2005 | SIGMOD | - |
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Outgoing Citations (Sorted by Pagerank)
Showing 7 of 7 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 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 |
| 1,156 | Wavelet Synopses with Error Guarantees | 2002 | SIGMOD | 0.00011929041 |
| 5,272 | Adaptive, Hands-Off Stream Mining | 2003 | VLDB | 6.2899363e-05 |
| 5,650 | Extended Wavelets for Multiple Measures | 2003 | SIGMOD | 6.1337629e-05 |
| 13,855 | ProDA: A Suite of Web-Services for Progressive Data Analysis | 2005 | SIGMOD | - |
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