Out-of-Order Sliding-Window Aggregation with Efficient Bulk Evictions and Insertions
Summary: Algorithm for sliding-window aggregation supporting out-of-order streams plus efficient bulk evictions and bulk insertions, matching SOTA for single insert/evict. Gives asymptotic improvement for bulk-evict, first algorithmic treatment of bulk-insert, with practical speedups. (summarized by gpt-5-mini on Feb 09 2026)
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Authors
- 1. Kanat Tangwongsan (Mahidol University International College)
- 2. Martin Hirzel (IBM)
- 3. Scott Schneider (Meta)
BibTeX Citation
@article{tangwongsan_vldb23,
title = {{Out-of-Order Sliding-Window Aggregation with Efficient Bulk Evictions and Insertions}},
author = {Tangwongsan, Kanat and Hirzel, Martin and Schneider, Scott},
journal = {PVLDB},
series = {{VLDB} '23},
volume = {16},
number = {11},
pages = {3227--3239},
doi = {10.14778/3611479.3611521},
url = {https://doi.org/10.14778/3611479.3611521},
year = {2023}
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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 |
|---|---|---|---|---|
| 218 | MillWheel: Fault-Tolerant Stream Processing at Internet Scale | 2013 | VLDB | 0.00024390324 |
| 456 | Mergeable Summaries | 2012 | PODS | 0.0001791284 |
| 1,197 | Out-of-Order Processing: A New Architecture for High-Performance Stream Systems | 2008 | VLDB | 0.00011566535 |
| 1,985 | Continuous Analytics Over Discontinuous Streams | 2010 | SIGMOD | 9.2521678e-05 |
| 4,918 | LightSaber: Efficient Window Aggregation on Multi-core Processors | 2020 | SIGMOD | 6.3548575e-05 |
| 5,222 | To Share, or not to Share Online Event Trend Aggregation Over Bursty Event Streams | 2021 | SIGMOD | 6.2214303e-05 |
| 5,843 | Optimal and General Out-of-Order Sliding-Window Aggregation | 2019 | VLDB | 5.9731599e-05 |
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