To Adapt or Not to Adapt, That is the Ski Question
Summary: Frames adaptive-filter false positives as online ski rental, deciding whether to pay one I/O to “buy” adaptation or repeatedly “rent” errors. SkiQF is distribution-oblivious and 2-competitive; HybridSkiQF detects skew and drift to switch strategies. (summarized by gpt-5.6-luna on Jul 26 2026)
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Authors
- 1. Yuvaraj Chesetti (Northeastern University)
- 2. Prashant Pandey (Northeastern University)
BibTeX Citation
@inproceedings{chesetti_sigmod26,
title = {{To Adapt or Not to Adapt, That is the Ski Question}},
author = {Chesetti, Yuvaraj and Pandey, Prashant},
series = {{SIGMOD} '26},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/3802121},
url = {https://dl.acm.org/doi/10.1145/3802121},
year = {2026}
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Outgoing Citations (Sorted by Pagerank)
Showing 9 of 9 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 446 | Monkey: Optimal Navigable Key-Value Store | 2017 | SIGMOD | 0.00018332392 |
| 789 | Don't Thrash: How to Cache Your Hash on Flash | 2012 | VLDB | 0.0001401724 |
| 2,043 | A General-Purpose Counting Filter: Making Every Bit Count | 2017 | SIGMOD | 9.2674387e-05 |
| 3,773 | SplinterDB and Maplets: Improving the Tradeoffs in Key-Value Store Compaction Policy | 2023 | SIGMOD | 7.1384476e-05 |
| 3,798 | Vector Quotient Filters: Overcoming the Time/Space Trade-Off in Filter Design | 2021 | SIGMOD | 7.1165678e-05 |
| 6,416 | Memento Filter: A Fast, Dynamic, and Robust Range Filter | 2024 | SIGMOD | 5.8829474e-05 |
| 7,012 | Adaptive Hybrid Indexes | 2022 | SIGMOD | 5.7262686e-05 |
| 8,512 | Linear Elastic Caching via Ski Rental | 2025 | CIDR | 5.4119882e-05 |
| 8,892 | Adaptive Quotient Filters | 2024 | SIGMOD | 5.3505412e-05 |
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