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STsCache: An Efficient Semantic Caching Scheme for Time-series Data Workloads Based on Hybrid Storage
Summary: Proposes STsCache, the first semantic time-series cache: hybrid memory+NVMe slab storage with a semantic index to manage query-result semantics. Adds value-driven batch eviction, time-aware deduplication and lazy compaction, yielding 4.8–10.8× DB throughput and 1.5–4.5× gains over TSCache/BSCache.
(summarized by gpt-5-mini on Feb 09 2026)
- Paper ID
- 13936
- Venue
- VLDB
- Year
- 2025
- Pagerank
- 4.1905499e-05
- Overall Rank
- 10,657 | 25.94%
- DOI
-
10.14778/3746405.3746421
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Incoming Citations (Sorted by Pagerank)
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| Rank |
Citing Paper |
Year |
Venue |
Pagerank |
Outgoing Citations (Sorted by Pagerank)
Showing 24 of 24 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank |
Cited Paper |
Year |
Venue |
Pagerank |
| 401 |
Conjunctive-Query Containment and Constraint Satisfaction |
1998 |
PODS |
0.00024281448 |
| 444 |
Semantic Data Caching and Replacement |
1996 |
VLDB |
0.0002303513 |
| 470 |
Materialized Views In Oracle |
1998 |
VLDB |
0.00022386815 |
| 728 |
Optimizing Queries Using Materialized Views: A Practical, Scalable Solution |
2001 |
SIGMOD |
0.00017459654 |
| 1,488 |
Scuba: Diving into Data at Facebook |
2013 |
VLDB |
0.00011690191 |
| 1,911 |
Algorithms for Materialized View Design in Data Warehousing Environment |
1997 |
VLDB |
0.00010117173 |
| 2,151 |
RINSE: Interactive Data Series Exploration with ADS+ |
2015 |
VLDB |
9.4234044e-05 |
| 3,124 |
Form-Based Proxy Caching for Database-Backed Web Sites |
2001 |
VLDB |
7.5263749e-05 |
| 3,724 |
What Modern NVMe Storage Can Do, And How To Exploit It: High-Performance I/O for High-Performance Storage Engines |
2023 |
VLDB |
6.8121422e-05 |
| 3,782 |
Bag Query Containment and Information Theory |
2020 |
PODS |
6.7691169e-05 |
| 4,404 |
TreeLine: An Update-In-Place Key-Value Store for Modern Storage |
2023 |
VLDB |
6.2052645e-05 |
| 6,296 |
Visualization-aware Time Series Min-Max Caching with Error Bound Guarantees |
2024 |
VLDB |
5.1199987e-05 |
| 6,597 |
Heracles: An Efficient Storage Model and Data Flushing for Performance Monitoring Timeseries |
2021 |
VLDB |
4.9940332e-05 |
| 7,327 |
XCache - A Semantic Caching System for XML Queries |
2002 |
SIGMOD |
4.7561767e-05 |
| 7,398 |
SmartBench: A Benchmark For Data Management In Smart Spaces |
2020 |
VLDB |
4.7364678e-05 |
| 7,672 |
Query Containment in Entity SQL (Extended Abstract) |
2013 |
SIGMOD |
4.6773488e-05 |
| 7,748 |
TSCache: An Efficient Flash-based Caching Scheme for Time-series Data Workloads |
2021 |
VLDB |
4.6571687e-05 |
| 8,124 |
DecLog: Decentralized Logging in Non-Volatile Memory for Time Series Database Systems |
2024 |
VLDB |
4.5765641e-05 |
| 8,991 |
TSM-Bench: Benchmarking Time Series Database Systems for Monitoring Applications |
2023 |
VLDB |
4.4113784e-05 |
| 9,127 |
Apache TsFile: An IoT-native Time Series File Format |
2024 |
VLDB |
4.3867836e-05 |
| 9,794 |
Bag Semantics Conjunctive Query Containment. Four Small Steps Towards Undecidability. |
2024 |
PODS |
4.2777144e-05 |
| 9,795 |
Optimizing Time Series Queries with Versions |
2024 |
SIGMOD |
4.2777144e-05 |
| 9,797 |
Distance-based Outlier Query Optimization in Apache IoTDB |
2024 |
VLDB |
4.2777144e-05 |
| 9,798 |
UniView: A Unified Autonomous Materialized View Management System for Various Databases |
2024 |
VLDB |
4.2777144e-05 |
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