TSCache: An Efficient Flash-based Caching Scheme for Time-series Data Workloads

Summary: TSCache is a flash-based cache for time-series workloads, exploiting their properties with slab-based data management, indexing, adaptive time-aware caching, and low-cost compaction. Fatcache prototype: up to 6.7x bandwidth and 84% latency reduction. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 12537
Venue: VLDB
Year: 2021
Pagerank: 4.6616405e-05
Overall Rank: 7,747 | 46.11%
DOI: 10.14778/3484224.3484225

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 3 of 3 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
6,296	Visualization-aware Time Series Min-Max Caching with Error Bound Guarantees	2024	VLDB	5.1249171e-05
8,119	DecLog: Decentralized Logging in Non-Volatile Memory for Time Series Database Systems	2024	VLDB	4.5809563e-05
10,649	STsCache: An Efficient Semantic Caching Scheme for Time-series Data Workloads Based on Hybrid Storage	2025	VLDB	4.1945683e-05

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
824	Twitter Heron: Stream Processing at Scale	2015	SIGMOD	0.0001623129
1,487	Scuba: Diving into Data at Facebook	2013	VLDB	0.00011701099
1,588	Druid: A Real-time Analytical Data Store	2014	SIGMOD	0.00011239313
1,874	Knowing When You’re Wrong: Building Fast and Reliable Approximate Query Processing Systems	2014	SIGMOD	0.00010244443
2,488	Shark: Fast Data Analysis Using Coarse-grained Distributed Memory	2012	SIGMOD	8.6683713e-05
3,286	Monarch: Google’s Planet-Scale In-Memory Time Series Database	2020	VLDB	7.2740159e-05
4,824	Managing Massive Time Series Streams with Multi-Scale Compressed Trickles	2009	VLDB	5.8947137e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
11,229	Blink-hash: An Adaptive Hybrid Index for In-Memory Time-Series Databases	2023	VLDB	4.1945683e-05
3,607	Cache Tables: Paving the Way for an Adaptive Database Cache	2003	VLDB	6.9253431e-05
10,783	ScaleCache: Scalable and Production-grade Buffer Management for Disk-based Database Systems	2025	VLDB	4.1945683e-05
3,302	DBCache: Middle-tier Database Caching for Highly Scalable e-Business Architectures	2003	SIGMOD	7.2504826e-05
2,824	BlueCache: A Scalable Distributed Flash-based Key-value Store	2017	VLDB	8.0589366e-05
7,842	ChronoCache: Predictive and Adaptive Mid-Tier Query Result Caching	2020	SIGMOD	4.6368238e-05
5,724	Flash-Based Extended Cache for Higher Throughput and Faster Recovery	2012	VLDB	5.3518469e-05
5,301	ReCache: Reactive Caching for Fast Analytics over Heterogeneous Data	2018	VLDB	5.5790928e-05
11,340	Scalable Time Series Compound Infrastructure	2022	SIGMOD	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