Adaptive Range Filters for Cold Data: Avoiding Trips to Siberia

Summary: Adaptive Range Filters (ARF) generalize Bloom-filter concepts to exclude ranges in cold data. Evaluation shows space, latency, and precision tradeoffs and demonstrates integration into a commercial DB with hot/cold partitioning to prune queries on hot data and avoid cold-data trips. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 10659
Venue: VLDB
Year: 2013
Pagerank: 0.00011830111
Overall Rank: 1,471 | 89.77%
DOI: -

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 25 of 25 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
102	The Case for Learned Index Structures	2018	SIGMOD	0.00049545203
1,169	SuRF: Practical Range Query Filtering with Fast Succinct Tries	2018	SIGMOD	0.00013536447
1,477	Fine-grained Partitioning for Aggressive Data Skipping	2014	SIGMOD	0.00011770865
2,076	Trekking Through Siberia: Managing Cold Data in a Memory-Optimized Database	2014	VLDB	9.6059442e-05
2,424	Lambada: Interactive Data Analytics on Cold Data Using Serverless Cloud Infrastructure	2020	SIGMOD	8.8380822e-05
3,611	SNARF: A Learning-Enhanced Range Filter	2022	VLDB	6.9191399e-05
3,891	Slalom: Coasting Through Raw Data via Adaptive Partitioning and Indexing	2017	VLDB	6.659442e-05
3,905	Native Store Extension for SAP HANA	2019	VLDB	6.6408563e-05
4,158	Performance-Optimal Filtering: Bloom Overtakes Cuckoo at High Throughput	2019	VLDB	6.3994318e-05
4,544	ScaleStore: A Fast and Cost-Efficient Storage Engine using DRAM, NVMe, and RDMA	2022	SIGMOD	6.1000636e-05
4,835	Proteus: A Self-Designing Range Filter	2022	SIGMOD	5.8905445e-05
5,332	Persistent Bloom Filter: Membership Testing for the Entire History	2018	SIGMOD	5.5662513e-05
5,374	Rethinking Logging, Checkpoints, and Recovery for High-Performance Storage Engines	2020	SIGMOD	5.5424901e-05
5,446	Grafite: Taming Adversarial Queries with Optimal Range Filters	2024	SIGMOD	5.5018138e-05
5,532	A Padded Encoding Scheme to Accelerate Scans by Leveraging Skew	2015	SIGMOD	5.4548897e-05
5,762	Oasis: An Optimal Disjoint Segmented Learned Range Filter	2024	VLDB	5.3377299e-05
7,053	Statisticum: Data Statistics Management in SAP HANA	2017	VLDB	4.8497195e-05
8,430	Tree-Encoded Bitmaps	2020	SIGMOD	4.5154973e-05
8,502	Conditional Cuckoo Filters	2021	SIGMOD	4.4972336e-05
8,724	Memento Filter: A Fast, Dynamic, and Robust Range Filter	2024	SIGMOD	4.4600996e-05
9,052	RawVis: A System for Efficient In-situ Visual Analytics	2021	SIGMOD	4.4039656e-05
9,218	Diva: Dynamic Range Filter for Var-Length Keys and Queries	2025	VLDB	4.3702863e-05
9,987	A Multi-tenant Relational OLTP Database at Salesforce	2026	CIDR	4.1945683e-05
10,021	Hourglass: An Adaptive Range Filter with Lightweight Hybrid Encoding	2026	SIGMOD	4.1945683e-05
11,784	Alpine: Efficient In situ Data Exploration in the Presence of Updates	2017	SIGMOD	4.1945683e-05

Outgoing Citations (Sorted by Pagerank)

Showing 6 of 6 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank	Cited Paper	Year	Venue	Pagerank
87	Hekaton: SQL Server’s Memory-Optimized OLTP Engine	2013	SIGMOD	0.00052389723
252	Adaptive Selectivity Estimation Using Query Feedback	1994	SIGMOD	0.00030632263
325	The History of Histograms (abridged)	2003	VLDB	0.00027378328
442	Semantic Data Caching and Replacement	1996	VLDB	0.000230437
500	Filtering Algorithms and Implementation for Very Fast Publish/Subscribe Systems	2001	SIGMOD	0.00021637423
6,742	AGILE: Adaptive Indexing for Context-Aware Information Filters	2005	SIGMOD	4.9432585e-05

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5,446	Grafite: Taming Adversarial Queries with Optimal Range Filters	2024	SIGMOD	5.5018138e-05
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