RABIT: Efficient Range Queries with Bitmap Indexing

Summary: RABIT generalizes bitmap indexes with Group Encoding and density-aware bitvector merging (choose compressed/decompressed, SIMD) to support fast range queries and low-latency updates for any-cardinality attributes. A multi-layer update design provides lightweight MV snapshots and index-only scans with single-version bitvectors, delivering up to 2.2× faster RQs, 530× faster updates, 118× smaller index vs trees and 14.8× TPC‑H speedups. (summarized by gpt-5-mini on Feb 11 2026)

Paper ID: 7415
Venue: SIGMOD
Year: 2026
Pagerank: 4.1945683e-05
Overall Rank: 10,105 | 29.71%
DOI: 10.1145/3769819

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Rank	Citing Paper	Year	Venue	Pagerank

Outgoing Citations (Sorted by Pagerank)

Showing 23 of 23 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
121	Improved Query Performance with Variant Indexes	1997	SIGMOD	0.00045447517
305	SIMD-Scan: Ultra Fast in-Memory Table Scan using on-Chip Vector Processing Units	2009	VLDB	0.00028248614
419	Fast Serializable Multi-Version Concurrency Control for Main-Memory Database Systems	2015	SIGMOD	0.00023720338
832	Bit Transposed Files	1985	VLDB	0.00016152615
1,035	Bitmap Index Design and Evaluation	1998	SIGMOD	0.00014532778
1,270	BitWeaving: Fast Scans for Main Memory Data Processing	2013	SIGMOD	0.00012926086
1,432	An Empirical Evaluation of In-Memory Multi-Version Concurrency Control	2017	VLDB	0.00012017544
1,704	An Efficient Bitmap Encoding Scheme for Selection Queries	1999	SIGMOD	0.000108332
1,792	Hybrid Transactional/Analytical Processing: A Survey	2017	SIGMOD	0.00010537893
1,989	Column Imprints: A Secondary Index Structure	2013	SIGMOD	9.8478437e-05
2,390	ByteSlice: Pushing the Envelop of Main Memory Data Processing with a New Storage Layout	2015	SIGMOD	8.9084657e-05
2,394	Building a Bw-Tree Takes More Than Just Buzz Words	2018	SIGMOD	8.9001843e-05
2,681	NET-FLi: On-the-fly Compression, Archiving and Indexing of Streaming Network Traffic	2010	VLDB	8.3232427e-05
2,916	Quantifying TPC-H Choke Points and Their Optimizations	2020	VLDB	7.9068048e-05
3,608	Column Sketches: A Scan Accelerator for Rapid and Robust Predicate Evaluation	2018	SIGMOD	6.924272e-05
4,161	Access Path Selection in Main-Memory Optimized Data Systems: Should I Scan or Should I Probe?	2017	SIGMOD	6.3938006e-05
4,284	HTAP Databases: What is New and What is Next	2022	SIGMOD	6.2914924e-05
4,514	An Empirical Evaluation of Columnar Storage Formats	2024	VLDB	6.1204636e-05
5,346	UpBit: Scalable In-Memory Updatable Bitmap Indexing	2016	SIGMOD	5.5561846e-05
5,749	BinDex: A Two-Layered Index for Fast and Robust Scans	2020	SIGMOD	5.3418923e-05
6,432	Rethink the Scan in MVCC Databases	2021	SIGMOD	5.0651471e-05
7,831	CUBIT: Concurrent Updatable Bitmap Indexing	2025	VLDB	4.6387445e-05
8,447	Cabin: a Compressed Adaptive Binned Scan Index	2024	SIGMOD	4.5102052e-05

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8,655	Adaptive Hybrid Indexes	2022	SIGMOD	4.4739554e-05
2,554	TripleBit: a Fast and Compact System for Large Scale RDF Data	2013	VLDB	8.549897e-05
2,061	Optimizing Queries On Compressed Bitmaps	2000	VLDB	9.6529345e-05
8,347	QPPT: Query Processing on Prefix Trees	2013	CIDR	4.5410746e-05
1,035	Bitmap Index Design and Evaluation	1998	SIGMOD	0.00014532778
9,633	Compressed Spatial Hierarchical Bitmap (cSHB) Indexes for Efficiently Processing Spatial Range Query Workloads	2015	VLDB	4.3131863e-05
1,704	An Efficient Bitmap Encoding Scheme for Selection Queries	1999	SIGMOD	0.000108332
5,596	Approximate Encoding for Direct Access and Query Processing over Compressed Bitmaps	2006	VLDB	5.4181535e-05
5,346	UpBit: Scalable In-Memory Updatable Bitmap Indexing	2016	SIGMOD	5.5561846e-05
7,831	CUBIT: Concurrent Updatable Bitmap Indexing	2025	VLDB	4.6387445e-05