LogLite: Lightweight Plug-and-Play Streaming Log Compression
Summary: LogLite: a lightweight plug-and-play streaming lossless compressor for TEXT and JSON logs that needs no rules or pre-training and adapts to evolving log formats. Achieves Pareto-optimal tradeoffs vs. SOTA, up to 67.8% better ratio and 2.7× faster. (summarized by gpt-5-mini on Feb 09 2026)
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Authors
- 1. Benzhao Tang
- 2. Shiyu Yang
- 3. Zhitao Shen
- 4. Wenjie Zhang
- 5. Xuemin Lin
- 6. Zhihong Tian
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Outgoing Citations (Sorted by Pagerank)
Showing 8 of 8 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 210 | Gorilla: A Fast, Scalable, In-Memory Time Series Database | 2015 | VLDB | 0.0003404384 |
| 2,064 | Chimp: Efficient Lossless Floating Point Compression for Time Series Databases | 2022 | VLDB | 9.6418929e-05 |
| 4,390 | LogStore: A Cloud-Native and Multi-Tenant Log Database | 2021 | SIGMOD | 6.2279149e-05 |
| 4,392 | Elf: Erasing-based Lossless Floating-Point Compression | 2023 | VLDB | 6.2257087e-05 |
| 6,674 | Exploiting Common Patterns for Tree-Structured Data | 2017 | SIGMOD | 4.9663344e-05 |
| 7,430 | Adaptive Log Compression for Massive Log Data | 2013 | SIGMOD | 4.7317713e-05 |
| 8,119 | DecLog: Decentralized Logging in Non-Volatile Memory for Time Series Database Systems | 2024 | VLDB | 4.5809563e-05 |
| 9,595 | High-Ratio Compression for Machine-Generated Data | 2023 | SIGMOD | 4.3194469e-05 |
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| 4,390 | LogStore: A Cloud-Native and Multi-Tenant Log Database | 2021 | SIGMOD | 6.2279149e-05 |
| 3,416 | LeCo: Lightweight Compression via Learning Serial Correlations | 2024 | SIGMOD | 7.1196234e-05 |
| 11,574 | An Evaluation of Methods of Compressing Doubles | 2020 | SIGMOD | 4.1945683e-05 |
| 7,429 | CompressDB: Enabling Efficient Compressed Data Direct Processing for Various Databases | 2022 | SIGMOD | 4.7320139e-05 |
| 10,609 | LogCloud: Fast Search of Compressed Logs on Object Storage | 2025 | VLDB | 4.1945683e-05 |
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| 8,364 | Query Log Compression for Workload Analytics | 2019 | VLDB | 4.5357797e-05 |