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
- 2. Jiannan Tian
- 3. Ian Beaver
- 4. Cynthia Freeman
- 5. Yan Yan
- 6. Jianguo Wang
- 7. Dingwen Tao
Incoming Citations (Sorted by Pagerank)
Showing 3 of 3 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 9,149 | Serf: Streaming Error-Bounded Floating-Point Compression | 2025 | SIGMOD | 4.380727e-05 |
| 9,410 | Revisiting B-tree Compression: An Experimental Study | 2024 | SIGMOD | 4.3399748e-05 |
| 10,748 | Beyond Compression: A Comprehensive Evaluation of Lossless Floating-Point Compression | 2025 | VLDB | 4.1905499e-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 |
|---|---|---|---|---|
| 211 | Gorilla: A Fast, Scalable, In-Memory Time Series Database | 2015 | VLDB | 0.0003401421 |
| 1,968 | A Methodology for Database System Performance Evaluation | 1984 | SIGMOD | 9.9099939e-05 |
| 2,070 | Chimp: Efficient Lossless Floating Point Compression for Time Series Databases | 2022 | VLDB | 9.6331032e-05 |
| 2,619 | Decomposed Bounded Floats for Fast Compression and Queries | 2021 | VLDB | 8.4427442e-05 |
| 2,821 | An Experimental Study of Bitmap Compression vs. Inverted List Compression | 2017 | SIGMOD | 8.0639288e-05 |
| 4,574 | Beyond Macrobenchmarks: Microbenchmark-based Graph Database Evaluation | 2019 | VLDB | 6.0663571e-05 |
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