STEED: An Analytical Database System for TrEE-structured Data
Summary: STEED learns a dataset’s schema tree and exploits prevalent simple paths in analytical JSON/Protocol Buffer data, avoiding worst-case generality. Specialized storage, column assembly, and in-memory layouts deliver orders-of-magnitude faster analysis than PostgreSQL/JSON, MongoDB, and Hive+Parquet. (summarized by gpt-5.6-luna on Jul 24 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Zhiyi Wang (Chinese Academy of Sciences)
- 2. Dongyan Zhou (Chinese Academy of Sciences)
- 3. Shimin Chen (Chinese Academy of Sciences)
BibTeX Citation
@article{wang_vldb17,
title = {{STEED: An Analytical Database System for TrEE-structured Data}},
author = {Wang, Zhiyi and Zhou, Dongyan and Chen, Shimin},
journal = {PVLDB},
series = {{VLDB} '17},
volume = {10},
number = {12},
doi = {10.14778/3137765.3137803},
url = {https://doi.org/10.14778/3137765.3137803},
year = {2017}
}Incoming Citations (Sorted by Pagerank)
Showing 2 of 2 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4,069 | JSON Tiles: Fast Analytics on Semi-Structured Data | 2021 | SIGMOD | 6.9276175e-05 |
| 8,879 | Native JSON Datatype Support: Maturing SQL and NoSQL convergence in Oracle Database | 2020 | VLDB | 5.3527678e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 5 of 5 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 51 | Dremel: Interactive Analysis of Web-Scale Datasets | 2010 | VLDB | 0.0004291425 |
| 1,738 | Sinew: A SQL System for Multi-Structured Data | 2014 | SIGMOD | 9.8823494e-05 |
| 2,800 | JSON Data Management – Supporting Schema-less Development in RDBMS | 2014 | SIGMOD | 8.1124117e-05 |
| 6,385 | Exploiting Common Patterns for Tree-Structured Data | 2017 | SIGMOD | 5.8899875e-05 |
| 7,312 | Closing the functional and Performance Gap between SQL and NoSQL | 2016 | SIGMOD | 5.6480976e-05 |
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| 1 | 4,069 | JSON Tiles: Fast Analytics on Semi-Structured Data | 2021 | SIGMOD |
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| 3 | 10,976 | TreeCat: Standalone Catalog Engine for Large Data Systems | 2025 | VLDB |
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| 5 | 12,129 | StarDB: A Large-Scale DBMS for Strings | 2015 | VLDB |
| 6 | 12,134 | TreeScope: Finding Structural Anomalies In Semi-Structured Data | 2015 | VLDB |
| 7 | 6,618 | Spade: A Modular Framework for Analytical Exploration of RDF Graphs | 2019 | VLDB |
| 8 | 11,406 | Steered Training Data Generation for Learned Semantic Type Detection | 2023 | SIGMOD |
| 9 | 1,738 | Sinew: A SQL System for Multi-Structured Data | 2014 | SIGMOD |
| 10 | 6,385 | Exploiting Common Patterns for Tree-Structured Data | 2017 | SIGMOD |