ForestTI: A Scalable Inverted-Index-Oriented Timeseries Management System with Flexible Memory Efficiency
Summary: ForestTI proposes a scalable inverted-index-oriented timeseries management system with adjustable memory efficiency. It uses a two-level inverted index with optimistic lock coupling and a two-level pointer swizzling scheme to swap cold postings and in-memory timeseries objects, plus optimized WAL/LSM-tree data paths; open-source. (summarized by gpt-5-nano on Feb 09 2026)
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Authors
- 1. Zhiqi Wang
- 2. Zili Shao
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| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 137 | H-Store: A High-Performance, Distributed Main Memory Transaction Processing System | 2008 | VLDB | 0.00042342967 |
| 210 | Gorilla: A Fast, Scalable, In-Memory Time Series Database | 2015 | VLDB | 0.0003404384 |
| 735 | Umbra: A Disk-Based System with In-Memory Performance | 2020 | CIDR | 0.00017452467 |
| 982 | Anti-Caching: A New Approach to Database Management System Architecture | 2013 | VLDB | 0.00014872253 |
| 2,853 | Timon: A Timestamped Event Database for Efficient Telemetry Data Processing and Analytics | 2020 | SIGMOD | 8.0108722e-05 |
| 6,596 | Heracles: An Efficient Storage Model and Data Flushing for Performance Monitoring Timeseries | 2021 | VLDB | 4.9988301e-05 |
| 7,168 | TimeUnion: An Efficient Architecture with Unified Data Model for Timeseries Management Systems on Hybrid Cloud Storage | 2022 | SIGMOD | 4.8121704e-05 |
| 8,288 | Mach: A Pluggable Metrics Storage Engine for the Age of Observability | 2022 | CIDR | 4.5435639e-05 |
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