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
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Incoming Citations (Sorted by Pagerank)
Showing 2 of 2 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 12,284 | Parsimonious Linear Fingerprinting for Time Series | 2010 | VLDB | 4.1905499e-05 |
| 13,668 | 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 |
|---|---|---|---|---|
| 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 |
| 416 | Approximate Query Processing Using Wavelets | 2000 | VLDB | 0.00023773968 |
| 1,400 | Wavelet Synopses with Error Guarantees | 2002 | SIGMOD | 0.0001219602 |
| 5,489 | Adaptive, Hands-Off Stream Mining | 2003 | VLDB | 5.4790681e-05 |
| 5,794 | Extended Wavelets for Multiple Measures | 2003 | SIGMOD | 5.323907e-05 |
| 13,668 | ProDA: A Suite of Web-Services for Progressive Data Analysis | 2005 | SIGMOD | - |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4,759 | Efficient Snapshot Differential Algorithms for Data Warehousing | 1996 | VLDB | 5.934668e-05 |
| 223 | Wavelet-Based Histograms for Selectivity Estimation | 1998 | SIGMOD | 0.00032829841 |
| 344 | Surfing Wavelets on Streams: One-Pass Summaries for Approximate Aggregate Queries | 2001 | VLDB | 0.00026698826 |
| 6,697 | Optimal Splitters for Temporal and Multi-version Databases | 2013 | SIGMOD | 4.9538866e-05 |
| 275 | Approximate Computation of Multidimensional Aggregates of Sparse Data Using Wavelets | 1999 | SIGMOD | 0.00029381206 |
| 9,946 | Distributed Wavelet Thresholding for Maximum Error Metrics | 2016 | SIGMOD | 4.240067e-05 |
| 416 | Approximate Query Processing Using Wavelets | 2000 | VLDB | 0.00023773968 |
| 5,794 | Extended Wavelets for Multiple Measures | 2003 | SIGMOD | 5.323907e-05 |
| 4,656 | One-Pass Wavelet Synopses for Maximum-Error Metrics | 2005 | VLDB | 6.0101164e-05 |
| 1,126 | Dynamic Maintenance of Wavelet-Based Histograms | 2000 | VLDB | 0.0001381102 |