Heracles: An Efficient Storage Model and Data Flushing for Performance Monitoring Timeseries
Summary: Heracles: shared-timestamp storage for compression and cross-metric queries, with a two-level epoch memory manager enabling gradual, queryable flushing. On Prometheus tsdb: 171% throughput, 32% latency reduction, 30% space savings; beats LevelDB and Parquet. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Zhiqi Wang
- 2. Jin Xue
- 3. Zili Shao
Incoming Citations (Sorted by Pagerank)
Showing 7 of 7 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 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 |
| 10,608 | Approximation-First Timeseries Query At Scale | 2025 | VLDB | 4.1945683e-05 |
| 10,649 | STsCache: An Efficient Semantic Caching Scheme for Time-series Data Workloads Based on Hybrid Storage | 2025 | VLDB | 4.1945683e-05 |
| 10,674 | Improving Time Series Data Compression in Apache IoTDB | 2025 | VLDB | 4.1945683e-05 |
| 11,175 | Grouping Time Series for Efficient Columnar Storage | 2023 | SIGMOD | 4.1945683e-05 |
| 11,192 | ForestTI: A Scalable Inverted-Index-Oriented Timeseries Management System with Flexible Memory Efficiency | 2023 | SIGMOD | 4.1945683e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 10 of 10 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 21 | C-Store: A Column-oriented DBMS | 2005 | VLDB | 0.00086087497 |
| 87 | Hekaton: SQL Server’s Memory-Optimized OLTP Engine | 2013 | SIGMOD | 0.00052389723 |
| 131 | Integrating Compression and Execution in Column-Oriented Database Systems | 2006 | SIGMOD | 0.0004370331 |
| 210 | Gorilla: A Fast, Scalable, In-Memory Time Series Database | 2015 | VLDB | 0.0003404384 |
| 310 | The Vertica Analytic Database: C-Store 7 Years Later | 2012 | VLDB | 0.00028132402 |
| 982 | Anti-Caching: A New Approach to Database Management System Architecture | 2013 | VLDB | 0.00014872253 |
| 1,438 | AsterixDB: A Scalable, Open Source BDMS | 2014 | VLDB | 0.00011973592 |
| 2,021 | Storage Management in AsterixDB | 2014 | VLDB | 9.7601304e-05 |
| 2,853 | Timon: A Timestamped Event Database for Efficient Telemetry Data Processing and Analytics | 2020 | SIGMOD | 8.0108722e-05 |
| 6,231 | An LSM-based Tuple Compaction Framework for Apache AsterixDB | 2020 | VLDB | 5.1457863e-05 |
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