Closing the functional and Performance Gap between SQL and NoSQL
Summary: Enhances Oracle JSON in 12cR2 with Flexible Schema Data Management, via auto-computed JSON DataGuide soft schema. Introduces OSON, a query-friendly binary JSON encoding narrowing the relational vs. schema-less gap, enabling mixed SQL/NoSQL in RDBMS. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Zhen Hua Liu (Oracle)
- 2. Beda Hammerschmidt (Oracle)
- 3. Doug McMahon (Oracle)
- 4. Ying Lu (Oracle)
- 5. Hui Joe Chang (Oracle)
BibTeX Citation
@inproceedings{liu_sigmod16,
title = {{Closing the functional and Performance Gap between SQL and NoSQL}},
author = {Liu, Zhen Hua and Hammerschmidt, Beda and McMahon, Doug and Lu, Ying and Chang, Hui Joe},
series = {{SIGMOD} '16},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/2588555.2595628},
url = {https://dl.acm.org/doi/10.1145/2588555.2595628},
year = {2016}
}
Incoming Citations (Sorted by Pagerank)
Showing 6 of 6 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 7,293 | JSON Relational Duality: A Revolutionary Combination of Document, Object, and Relational Models | 2025 | SIGMOD | 5.6533762e-05 |
| 7,327 | Reducing Ambiguity in Json Schema Discovery | 2021 | SIGMOD | 5.6435519e-05 |
| 7,557 | STEED: An Analytical Database System for TrEE-structured Data | 2017 | VLDB | 5.599684e-05 |
| 8,879 | Native JSON Datatype Support: Maturing SQL and NoSQL convergence in Oracle Database | 2020 | VLDB | 5.3527678e-05 |
| 10,003 | Adaptive Schema Databases | 2017 | CIDR | 5.1814573e-05 |
| 11,356 | Zed: Leveraging Data Types to Process Eclectic Data | 2023 | CIDR | 5.093636e-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 |
|---|---|---|---|---|
| 48 | DataGuides: Enabling Query Formulation and Optimization in Semistructured Databases | 1997 | VLDB | 0.00044033592 |
| 51 | Dremel: Interactive Analysis of Web-Scale Datasets | 2010 | VLDB | 0.0004291425 |
| 314 | Making Database Systems Usable | 2007 | SIGMOD | 0.00021574636 |
| 1,738 | Sinew: A SQL System for Multi-Structured Data | 2014 | SIGMOD | 9.8823494e-05 |
| 1,744 | System RX: One Part Relational, One Part XML | 2005 | SIGMOD | 9.868841e-05 |
| 2,599 | WideTable: An Accelerator for Analytical Data Processing | 2014 | VLDB | 8.3583572e-05 |
| 2,800 | JSON Data Management – Supporting Schema-less Development in RDBMS | 2014 | SIGMOD | 8.1124117e-05 |
| 3,655 | Schema Management for Document Stores | 2015 | VLDB | 7.2226714e-05 |
| 7,039 | Towards An Enterprise XML Architecture | 2005 | SIGMOD | 5.7196743e-05 |
| 9,216 | Management of Flexible Schema Data in RDBMSs - Opportunities and Limitations for NoSQL | 2015 | CIDR | 5.3051647e-05 |
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Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 3,287 | JSON: Data model, Query languages and Schema specification | 2017 | PODS |
| 2 | 6,557 | Semistructured Models, Queries and Algebras in the Big Data Era | 2016 | SIGMOD |
| 3 | 4,014 | Automatic Generation of Normalized Relational Schemas from Nested Key-Value Data | 2016 | SIGMOD |
| 4 | 10,995 | Towards Principled, Practical Document Database Design | 2025 | VLDB |
| 5 | 11,771 | JSON Schema Matching: Empirical Observations | 2020 | SIGMOD |
| 6 | 4,069 | JSON Tiles: Fast Analytics on Semi-Structured Data | 2021 | SIGMOD |
| 7 | 7,293 | JSON Relational Duality: A Revolutionary Combination of Document, Object, and Relational Models | 2025 | SIGMOD |
| 8 | 9,216 | Management of Flexible Schema Data in RDBMSs - Opportunities and Limitations for NoSQL | 2015 | CIDR |
| 9 | 8,879 | Native JSON Datatype Support: Maturing SQL and NoSQL convergence in Oracle Database | 2020 | VLDB |
| 10 | 2,800 | JSON Data Management – Supporting Schema-less Development in RDBMS | 2014 | SIGMOD |