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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
14073
Venue
VLDB
Year
2025
Pagerank
4.3067693e-05
Overall Rank
9,646 | 32.96%
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 4.1905499e-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 0.00076209479
80 Weaving Relations for Cache Performance 2001 VLDB 0.00055735291
123 A Decomposition Storage Model 1985 SIGMOD 0.00045235743
132 Integrating Compression and Execution in Column-Oriented Database Systems 2006 SIGMOD 0.00043697853
167 The Snowflake Elastic Data Warehouse 2016 SIGMOD 0.00039408116
185 DuckDB: an Embeddable Analytical Database 2019 SIGMOD 0.00036529607
211 Gorilla: A Fast, Scalable, In-Memory Time Series Database 2015 VLDB 0.0003401421
307 SIMD-Scan: Ultra Fast in-Memory Table Scan using on-Chip Vector Processing Units 2009 VLDB 0.00028226342
367 Small Materialized Aggregates: A Light Weight Index Structure for Data Warehousing 1998 VLDB 0.00025518228
1,134 Dictionary-based Order-preserving String Compression for Main Memory Column Stores 2009 SIGMOD 0.00013751593
1,260 Data Blocks: Hybrid OLTP and OLAP on Compressed Storage using both Vectorization and Compilation 2016 SIGMOD 0.00012990853
1,267 BitWeaving: Fast Scans for Main Memory Data Processing 2013 SIGMOD 0.00012917585
1,356 Lakehouse: A New Generation of Open Platforms that Unify Data Warehousing and Advanced Analytics 2021 CIDR 0.00012409986
1,939 Procella: Unifying serving and analytical data at YouTube 2019 VLDB 0.00010019433
2,070 Chimp: Efficient Lossless Floating Point Compression for Time Series Databases 2022 VLDB 9.6331032e-05
2,137 How to Wring a Table Dry: Entropy Compression of Relations and Querying of Compressed Relations 2006 VLDB 9.463768e-05
2,390 ByteSlice: Pushing the Envelop of Main Memory Data Processing with a New Storage Layout 2015 SIGMOD 8.9006978e-05
2,533 Velox: Meta’s Unified Execution Engine 2022 VLDB 8.5870599e-05
2,890 Database Compression on Graphics Processors 2010 VLDB 7.9586083e-05
3,419 LeCo: Lightweight Compression via Learning Serial Correlations 2024 SIGMOD 7.1127752e-05
3,642 BtrBlocks: Efficient Columnar Compression for Data Lakes 2023 SIGMOD 6.8876984e-05
3,757 White-box Compression: Learning and Exploiting Compact Table Representations 2020 CIDR 6.7804933e-05
4,389 Elf: Erasing-based Lossless Floating-Point Compression 2023 VLDB 6.2197225e-05
4,509 ALP: Adaptive Lossless floating-Point Compression 2023 SIGMOD 6.1251244e-05
4,516 An Empirical Evaluation of Columnar Storage Formats 2024 VLDB 6.1146215e-05
4,520 The FastLanes Compression Layout: Decoding >100 Billion Integers per Second with Scalar Code 2023 VLDB 6.1119645e-05
5,039 Tile-based Lightweight Integer Compression in GPU 2022 SIGMOD 5.7369993e-05
5,571 A Deep Dive into Common Open Formats for Analytical DBMSs 2023 VLDB 5.4279553e-05
5,847 Order-Preserving Key Compression for In-Memory Search Trees 2020 SIGMOD 5.3040014e-05
6,366 Good to the Last Bit: Data-Driven Encoding with CodecDB 2021 SIGMOD 5.0892171e-05
7,160 MILC: Inverted List Compression in Memory 2017 VLDB 4.8088037e-05
7,171 Leveraging Compression in the Tableau Data Engine 2014 SIGMOD 4.8071091e-05
7,331 MorphStore: Analytical Query Engine with a Holistic Compression-Enabled Processing Model 2020 VLDB 4.7558046e-05
7,427 Selection Pushdown in Column Stores using Bit Manipulation Instructions 2023 SIGMOD 4.7282014e-05
7,431 CompressDB: Enabling Efficient Compressed Data Direct Processing for Various Databases 2022 SIGMOD 4.7274757e-05
7,470 Bullion: A Column Store for Machine Learning 2025 CIDR 4.7159125e-05
8,090 PIDS: Attribute Decomposition for Improved Compression and Query Performance in Columnar Storage 2020 VLDB 4.5853298e-05
9,595 High-Ratio Compression for Machine-Generated Data 2023 SIGMOD 4.3153078e-05
9,905 Rethinking the Encoding of Integers for Scans on Skewed Data 2023 SIGMOD 4.2537799e-05
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