Apache TsFile: An IoT-native Time Series File Format

Summary: Introduces Apache TsFile, an IoT-native time-series file format that organizes data by device and builds device-centric indexes to exploit device/sensor semantics and cloud–edge sync patterns. Design targets high ingestion, low-latency access and compact on-disk layout, positioning TsFile as a standardized, device-aware storage layer for large-scale IoT deployments. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID: 13606
Venue: VLDB
Year: 2024
Pagerank: 4.3909921e-05
Overall Rank: 9,128 | 36.50%
DOI: 10.14778/3685800.3685827

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 4 of 4 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
9,201	F3: The Open-Source Data File Format for the Future	2026	SIGMOD	4.3743539e-05
10,175	Improving LZ4 for Effective Compression and Efficient Query	2026	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
10,674	Improving Time Series Data Compression in Apache IoTDB	2025	VLDB	4.1945683e-05

Outgoing Citations (Sorted by Pagerank)

Showing 11 of 11 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank	Cited Paper	Year	Venue	Pagerank
109	Dremel: Interactive Analysis of Web-Scale Datasets	2010	VLDB	0.00048186983
210	Gorilla: A Fast, Scalable, In-Memory Time Series Database	2015	VLDB	0.0003404384
2,998	Major Technical Advancements in Apache Hive	2014	SIGMOD	7.753765e-05
3,967	Apache IoTDB: A Time Series Database for IoT Applications	2023	SIGMOD	6.5796647e-05
4,514	An Empirical Evaluation of Columnar Storage Formats	2024	VLDB	6.1204636e-05
5,071	Time Series Data Encoding for Efficient Storage: A Comparative Analysis in Apache IoTDB	2022	VLDB	5.7188461e-05
5,562	A Deep Dive into Common Open Formats for Analytical DBMSs	2023	VLDB	5.4331334e-05
6,802	Understanding Insights into the Basic Structure and Essential Issues of Table Placement Methods in Clusters	2013	VLDB	4.9226626e-05
6,859	Frequency Domain Data Encoding in Apache IoTDB	2023	VLDB	4.905867e-05
9,048	On Repairing Timestamps for Regular Interval Time Series	2022	VLDB	4.4039656e-05
11,175	Grouping Time Series for Efficient Columnar Storage	2023	SIGMOD	4.1945683e-05

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Overall Rank	Paper	Year	Venue	Pagerank
11,340	Scalable Time Series Compound Infrastructure	2022	SIGMOD	4.1945683e-05
11,175	Grouping Time Series for Efficient Columnar Storage	2023	SIGMOD	4.1945683e-05
8,434	Time Series Representation for Visualization in Apache IoTDB	2024	SIGMOD	4.5141748e-05
10,674	Improving Time Series Data Compression in Apache IoTDB	2025	VLDB	4.1945683e-05
8,912	TsQuality: Measuring Time Series Data Quality in Apache IoTDB	2023	VLDB	4.427232e-05
11,049	On Reducing Space Amplification with Multi-Column Compaction in Apache IoTDB	2024	VLDB	4.1945683e-05
10,575	Migration-Free Elastic Storage of Time Series in Apache IoTDB	2025	VLDB	4.1945683e-05
5,071	Time Series Data Encoding for Efficient Storage: A Comparative Analysis in Apache IoTDB	2022	VLDB	5.7188461e-05
1,921	Apache IoTDB: Time-series Database for Internet of Things	2020	VLDB	0.00010082827
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