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The FastLanes File Format

Summary: FastLanes is an open-source, SIMD/GPU-oriented columnar format replacing generic compression with cascaded lightweight encodings and multi-column compression. Fine-grained partial decompression enables cache-sized batches, improving both compression ratio and decompression speed over Parquet. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID
ha30b6ea9ffedb029
Venue
VLDB
Year
2025
Pagerank
5.4390723e-05
Overall Rank
7,771 | 47.92%
DOI
10.14778/3749646.3749718
PDF
Download (CC BY-NC-ND 4.0)

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{afroozeh_vldb25,
        title = {{The FastLanes File Format}},
        author = {Afroozeh, Azim and Boncz, Peter},
        journal = {PVLDB},
        series = {{VLDB} '25},
        volume = {18},
        number = {11},
        pages = {4629--4643},
        doi = {10.14778/3749646.3749718},
        url = {https://doi.org/10.14778/3749646.3749718},
        year = {2025}
}

Incoming Citations (Sorted by Pagerank)

Showing 4 of 4 citing papers.

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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
14 MonetDB/X100: Hyper-Pipelining Query Execution 2005 CIDR 0.00063972112
48 Weaving Relations for Cache Performance 2001 VLDB 0.00043770511
52 The Snowflake Elastic Data Warehouse 2016 SIGMOD 0.00041439488
61 Integrating Compression and Execution in Column-Oriented Database Systems 2006 SIGMOD 0.00039323387
71 DuckDB: an Embeddable Analytical Database 2019 SIGMOD 0.00037688945
114 A Decomposition Storage Model 1985 SIGMOD 0.00031854546
147 Gorilla: A Fast, Scalable, In-Memory Time Series Database 2015 VLDB 0.00028941363
216 Small Materialized Aggregates: A Light Weight Index Structure for Data Warehousing 1998 VLDB 0.00024446892
218 SIMD-Scan: Ultra Fast in-Memory Table Scan using on-Chip Vector Processing Units 2009 VLDB 0.00024342426
871 BitWeaving: Fast Scans for Main Memory Data Processing 2013 SIGMOD 0.00013313281
894 Data Blocks: Hybrid OLTP and OLAP on Compressed Storage using both Vectorization and Compilation 2016 SIGMOD 0.00013179915
912 Dictionary-based Order-preserving String Compression for Main Memory Column Stores 2009 SIGMOD 0.00013092547
955 Lakehouse: A New Generation of Open Platforms that Unify Data Warehousing and Advanced Analytics 2021 CIDR 0.00012856295
1,351 Chimp: Efficient Lossless Floating Point Compression for Time Series Databases 2022 VLDB 0.00010921539
1,387 Procella: Unifying serving and analytical data at YouTube 2019 VLDB 0.0001080904
1,415 Velox: Meta's Unified Execution Engine 2022 VLDB 0.00010707308
1,720 ByteSlice: Pushing the Envelop of Main Memory Data Processing with a New Storage Layout 2015 SIGMOD 9.7828414e-05
1,777 How to Wring a Table Dry: Entropy Compression of Relations and Querying of Compressed Relations 2006 VLDB 9.6652791e-05
2,104 Database Compression on Graphics Processors 2010 VLDB 9.0262021e-05
2,239 BtrBlocks: Efficient Columnar Compression for Data Lakes 2023 SIGMOD 8.7753778e-05
2,811 ALP: Adaptive Lossless floating-Point Compression 2023 SIGMOD 7.9587454e-05
3,063 The FastLanes Compression Layout: Decoding >100 Billion Integers per Second with Scalar Code 2023 VLDB 7.6806166e-05
3,152 White-box Compression: Learning and Exploiting Compact Table Representations 2020 CIDR 7.5717115e-05
3,471 Tile-based Lightweight Integer Compression in GPU 2022 SIGMOD 7.258594e-05
3,580 Elf: Erasing-based Lossless Floating-Point Compression 2023 VLDB 7.1738746e-05
3,809 An Empirical Evaluation of Columnar Storage Formats 2024 VLDB 6.9890843e-05
4,169 LeCo: Lightweight Compression via Learning Serial Correlations 2024 SIGMOD 6.7526687e-05
4,373 A Deep Dive into Common Open Formats for Analytical DBMSs 2023 VLDB 6.6191786e-05
5,398 Order-Preserving Key Compression for In-Memory Search Trees 2020 SIGMOD 6.1338952e-05
5,489 Good to the Last Bit: Data-Driven Encoding with CodecDB 2021 SIGMOD 6.0972774e-05
6,400 Selection Pushdown in Column Stores using Bit Manipulation Instructions 2023 SIGMOD 5.7811299e-05
6,425 MorphStore: Analytical Query Engine with a Holistic Compression-Enabled Processing Model 2020 VLDB 5.7716425e-05
6,737 CompressDB: Enabling Efficient Compressed Data Direct Processing for Various Databases 2022 SIGMOD 5.6777728e-05
6,920 MILC: Inverted List Compression in Memory 2017 VLDB 5.631163e-05
6,975 Leveraging Compression in the Tableau Data Engine 2014 SIGMOD 5.6142085e-05
7,369 Bullion: A Column Store for Machine Learning 2025 CIDR 5.5261972e-05
8,175 PIDS: Attribute Decomposition for Improved Compression and Query Performance in Columnar Storage 2020 VLDB 5.3689261e-05
9,874 High-Ratio Compression for Machine-Generated Data 2023 SIGMOD 5.1049732e-05
10,271 Rethinking the Encoding of Integers for Scans on Skewed Data 2023 SIGMOD 5.0360769e-05
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