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The FastLanes File Format

Summary: FastLanes: open-source columnar format for SIMD/GPU that replaces generic codecs with lightweight, fully data-parallel encodings and cascaded expression-based encodings enabling multi-column compression found via a 2‑phase search. API supports small-batch partial decompression for cache-resident queries; C++ implementation improves compression ratio and decompression speed vs Parquet. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID
14072
Venue
VLDB
Year
2025
Pagerank
4.3109001e-05
Overall Rank
9,645 | 32.91%
DOI
10.14778/3749646.3749718

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Incoming Citations (Sorted by Pagerank)

Showing 1 of 1 citing papers.

Rank Citing Paper Year Venue Pagerank
10,248 Active Data Lakes: Regaining Physical Data Independence Without Losing Interoperability 2026 VLDB 4.1945683e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 39 of 39 cited papers.

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

Rank Cited Paper Year Venue Pagerank
35 MonetDB/X100: Hyper-Pipelining Query Execution 2005 CIDR 0.00076197749
80 Weaving Relations for Cache Performance 2001 VLDB 0.00055721729
123 A Decomposition Storage Model 1985 SIGMOD 0.00045255007
131 Integrating Compression and Execution in Column-Oriented Database Systems 2006 SIGMOD 0.0004370331
167 The Snowflake Elastic Data Warehouse 2016 SIGMOD 0.00039180521
185 DuckDB: an Embeddable Analytical Database 2019 SIGMOD 0.00036538405
210 Gorilla: A Fast, Scalable, In-Memory Time Series Database 2015 VLDB 0.0003404384
305 SIMD-Scan: Ultra Fast in-Memory Table Scan using on-Chip Vector Processing Units 2009 VLDB 0.00028248614
368 Small Materialized Aggregates: A Light Weight Index Structure for Data Warehousing 1998 VLDB 0.000254931
1,134 Dictionary-based Order-preserving String Compression for Main Memory Column Stores 2009 SIGMOD 0.00013761456
1,263 Data Blocks: Hybrid OLTP and OLAP on Compressed Storage using both Vectorization and Compilation 2016 SIGMOD 0.00012982857
1,270 BitWeaving: Fast Scans for Main Memory Data Processing 2013 SIGMOD 0.00012926086
1,377 Lakehouse: A New Generation of Open Platforms that Unify Data Warehousing and Advanced Analytics 2021 CIDR 0.00012296941
1,943 Procella: Unifying serving and analytical data at YouTube 2019 VLDB 0.00010012569
2,064 Chimp: Efficient Lossless Floating Point Compression for Time Series Databases 2022 VLDB 9.6418929e-05
2,134 How to Wring a Table Dry: Entropy Compression of Relations and Querying of Compressed Relations 2006 VLDB 9.4741038e-05
2,390 ByteSlice: Pushing the Envelop of Main Memory Data Processing with a New Storage Layout 2015 SIGMOD 8.9084657e-05
2,528 Velox: Meta’s Unified Execution Engine 2022 VLDB 8.59454e-05
2,882 Database Compression on Graphics Processors 2010 VLDB 7.9661218e-05
3,416 LeCo: Lightweight Compression via Learning Serial Correlations 2024 SIGMOD 7.1196234e-05
3,644 BtrBlocks: Efficient Columnar Compression for Data Lakes 2023 SIGMOD 6.8854928e-05
3,787 White-box Compression: Learning and Exploiting Compact Table Representations 2020 CIDR 6.7674374e-05
4,392 Elf: Erasing-based Lossless Floating-Point Compression 2023 VLDB 6.2257087e-05
4,507 ALP: Adaptive Lossless floating-Point Compression 2023 SIGMOD 6.131017e-05
4,514 An Empirical Evaluation of Columnar Storage Formats 2024 VLDB 6.1204636e-05
4,518 The FastLanes Compression Layout: Decoding >100 Billion Integers per Second with Scalar Code 2023 VLDB 6.117844e-05
5,040 Tile-based Lightweight Integer Compression in GPU 2022 SIGMOD 5.7425187e-05
5,562 A Deep Dive into Common Open Formats for Analytical DBMSs 2023 VLDB 5.4331334e-05
5,835 Order-Preserving Key Compression for In-Memory Search Trees 2020 SIGMOD 5.30905e-05
6,367 Good to the Last Bit: Data-Driven Encoding with CodecDB 2021 SIGMOD 5.0941072e-05
7,171 Leveraging Compression in the Tableau Data Engine 2014 SIGMOD 4.8117476e-05
7,335 MorphStore: Analytical Query Engine with a Holistic Compression-Enabled Processing Model 2020 VLDB 4.7603723e-05
7,416 MILC: Inverted List Compression in Memory 2017 VLDB 4.7355258e-05
7,427 Selection Pushdown in Column Stores using Bit Manipulation Instructions 2023 SIGMOD 4.7327406e-05
7,429 CompressDB: Enabling Efficient Compressed Data Direct Processing for Various Databases 2022 SIGMOD 4.7320139e-05
7,469 Bullion: A Column Store for Machine Learning 2025 CIDR 4.7204398e-05
8,088 PIDS: Attribute Decomposition for Improved Compression and Query Performance in Columnar Storage 2020 VLDB 4.5897316e-05
9,595 High-Ratio Compression for Machine-Generated Data 2023 SIGMOD 4.3194469e-05
9,906 Rethinking the Encoding of Integers for Scans on Skewed Data 2023 SIGMOD 4.2578595e-05
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