FCBench: Cross-Domain Benchmarking of Lossless Compression for Floating-Point Data
Summary: FCBench: cross-domain benchmarking of lossless floating‑point compressors for databases and HPC using 33 real datasets and 8 CPU + 5 GPU methods. Roofline-based runtime profiling exposes throughput vs. compression‑ratio tradeoffs and hardware bottlenecks to guide method selection and co‑design. (summarized by gpt-5-mini on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Xinyu Chen (Washington State University)
- 2. Jiannan Tian (Indiana University)
- 3. Ian Beaver (Verint Systems Inc)
- 4. Cynthia Freeman (Verint Systems Inc)
- 5. Yan Yan (Washington State University)
- 6. Jianguo Wang (Purdue University)
- 7. Dingwen Tao (Indiana University)
BibTeX Citation
@article{chen_vldb24,
title = {{FCBench: Cross-Domain Benchmarking of Lossless Compression for Floating-Point Data}},
author = {Chen, Xinyu and Tian, Jiannan and Beaver, Ian and Freeman, Cynthia and Yan, Yan and Wang, Jianguo and Tao, Dingwen},
journal = {PVLDB},
series = {{VLDB} '24},
volume = {17},
number = {6},
pages = {1418--1431},
doi = {10.14778/3648160.3648180},
url = {https://doi.org/10.14778/3648160.3648180},
year = {2024}
}Incoming Citations (Sorted by Pagerank)
Showing 4 of 4 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 7,892 | Serf: Streaming Error-Bounded Floating-Point Compression | 2025 | SIGMOD | 5.5210739e-05 |
| 9,518 | Revisiting B-tree Compression: An Experimental Study | 2024 | SIGMOD | 5.256602e-05 |
| 10,260 | L3: A GPU-Native Co-Designed Data Format for Learned Lossless Lightweight Compression | 2026 | SIGMOD | 5.093636e-05 |
| 10,980 | Beyond Compression: A Comprehensive Evaluation of Lossless Floating-Point Compression | 2025 | VLDB | 5.093636e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 6 of 6 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 148 | Gorilla: A Fast, Scalable, In-Memory Time Series Database | 2015 | VLDB | 0.00029250767 |
| 1,364 | Chimp: Efficient Lossless Floating Point Compression for Time Series Databases | 2022 | VLDB | 0.00011020069 |
| 2,023 | Decomposed Bounded Floats for Fast Compression and Queries | 2021 | VLDB | 9.2950046e-05 |
| 2,174 | A Methodology for Database System Performance Evaluation | 1984 | SIGMOD | 9.0245092e-05 |
| 2,224 | An Experimental Study of Bitmap Compression vs. Inverted List Compression | 2017 | SIGMOD | 8.9183396e-05 |
| 4,025 | Beyond Macrobenchmarks: Microbenchmark-based Graph Database Evaluation | 2019 | VLDB | 6.947875e-05 |
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Semantically Similar Papers
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|---|---|---|---|---|
| 1 | 4,144 | Tile-based Lightweight Integer Compression in GPU | 2022 | SIGMOD |
| 2 | 2,023 | Decomposed Bounded Floats for Fast Compression and Queries | 2021 | VLDB |
| 3 | 2,232 | Database Compression on Graphics Processors | 2010 | VLDB |
| 4 | 1,364 | Chimp: Efficient Lossless Floating Point Compression for Time Series Databases | 2022 | VLDB |
| 5 | 8,410 | Robust and Budget-Constrained Encoding Configurations for In-Memory Database Systems | 2022 | VLDB |
| 6 | 10,669 | LCP: Enhancing Scientific Data Management with Lossy Compression for Particles | 2025 | SIGMOD |
| 7 | 7,173 | CompressDB: Enabling Efficient Compressed Data Direct Processing for Various Databases | 2022 | SIGMOD |
| 8 | 9,520 | Experimental Analysis of Large-scale Learnable Vector Storage Compression | 2024 | VLDB |
| 9 | 11,770 | An Evaluation of Methods of Compressing Doubles | 2020 | SIGMOD |
| 10 | 10,980 | Beyond Compression: A Comprehensive Evaluation of Lossless Floating-Point Compression | 2025 | VLDB |