DBScholar

Back to papers

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
14260
Venue
VLDB
Year
2025
Pagerank
5.3270943e-05
Overall Rank
9,038 | 38.00%
DOI
10.14778/3749646.3749718

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 2 of 2 citing papers.

Previous Page 1 / 1 Next

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 0.0006312782
49 Weaving Relations for Cache Performance 2001 VLDB 0.00043781096
60 Integrating Compression and Execution in Column-Oriented Database Systems 2006 SIGMOD 0.0003955489
66 The Snowflake Elastic Data Warehouse 2016 SIGMOD 0.00038561587
103 DuckDB: an Embeddable Analytical Database 2019 SIGMOD 0.00034161428
115 A Decomposition Storage Model 1985 SIGMOD 0.00032338948
148 Gorilla: A Fast, Scalable, In-Memory Time Series Database 2015 VLDB 0.00029250767
216 SIMD-Scan: Ultra Fast in-Memory Table Scan using on-Chip Vector Processing Units 2009 VLDB 0.00024498128
227 Small Materialized Aggregates: A Light Weight Index Structure for Data Warehousing 1998 VLDB 0.00023958508
870 BitWeaving: Fast Scans for Main Memory Data Processing 2013 SIGMOD 0.0001350293
925 Dictionary-based Order-preserving String Compression for Main Memory Column Stores 2009 SIGMOD 0.00013182044
941 Data Blocks: Hybrid OLTP and OLAP on Compressed Storage using both Vectorization and Compilation 2016 SIGMOD 0.00013078348
1,138 Lakehouse: A New Generation of Open Platforms that Unify Data Warehousing and Advanced Analytics 2021 CIDR 0.00012023643
1,364 Chimp: Efficient Lossless Floating Point Compression for Time Series Databases 2022 VLDB 0.00011020069
1,494 Procella: Unifying serving and analytical data at YouTube 2019 VLDB 0.00010577585
1,748 How to Wring a Table Dry: Entropy Compression of Relations and Querying of Compressed Relations 2006 VLDB 9.8480684e-05
1,757 Velox: Meta's Unified Execution Engine 2022 VLDB 9.8166984e-05
1,761 ByteSlice: Pushing the Envelop of Main Memory Data Processing with a New Storage Layout 2015 SIGMOD 9.8154969e-05
2,232 Database Compression on Graphics Processors 2010 VLDB 8.8970926e-05
2,788 BtrBlocks: Efficient Columnar Compression for Data Lakes 2023 SIGMOD 8.1205155e-05
3,269 ALP: Adaptive Lossless floating-Point Compression 2023 SIGMOD 7.5809516e-05
3,336 White-box Compression: Learning and Exploiting Compact Table Representations 2020 CIDR 7.5084986e-05
3,540 Elf: Erasing-based Lossless Floating-Point Compression 2023 VLDB 7.3282654e-05
3,592 The FastLanes Compression Layout: Decoding >100 Billion Integers per Second with Scalar Code 2023 VLDB 7.2774889e-05
3,877 An Empirical Evaluation of Columnar Storage Formats 2024 VLDB 7.0532293e-05
4,065 LeCo: Lightweight Compression via Learning Serial Correlations 2024 SIGMOD 6.930275e-05
4,144 Tile-based Lightweight Integer Compression in GPU 2022 SIGMOD 6.8744592e-05
5,037 A Deep Dive into Common Open Formats for Analytical DBMSs 2023 VLDB 6.3914026e-05
5,285 Order-Preserving Key Compression for In-Memory Search Trees 2020 SIGMOD 6.2821588e-05
5,622 Good to the Last Bit: Data-Driven Encoding with CodecDB 2021 SIGMOD 6.1461066e-05
6,665 MorphStore: Analytical Query Engine with a Holistic Compression-Enabled Processing Model 2020 VLDB 5.8089595e-05
6,791 MILC: Inverted List Compression in Memory 2017 VLDB 5.7723936e-05
6,918 Leveraging Compression in the Tableau Data Engine 2014 SIGMOD 5.7392935e-05
7,139 Selection Pushdown in Column Stores using Bit Manipulation Instructions 2023 SIGMOD 5.6932481e-05
7,173 CompressDB: Enabling Efficient Compressed Data Direct Processing for Various Databases 2022 SIGMOD 5.6830655e-05
7,285 Bullion: A Column Store for Machine Learning 2025 CIDR 5.6559604e-05
8,000 PIDS: Attribute Decomposition for Improved Compression and Query Performance in Columnar Storage 2020 VLDB 5.5092344e-05
9,673 High-Ratio Compression for Machine-Generated Data 2023 SIGMOD 5.2383683e-05
10,056 Rethinking the Encoding of Integers for Scans on Skewed Data 2023 SIGMOD 5.1676234e-05
Previous Page 1 / 1 Next

Semantically Similar Papers