Towards Principled, Practical Document Database Design
Summary: Advocates a principled, data-first, conceptually grounded approach to document (JSON) database design—bringing ER/relational-style logical design to NoSQL to yield clean, query-friendly schemas. Provides a practical design process and catalog of common JSON anti-patterns from real deployments. (summarized by gpt-5-mini on Feb 09 2026)
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Authors
- 1. Michael Carey
- 2. Wail Alkowaileet
- 3. Nick DiGeronimo
- 4. Peeyush Gupta
- 5. Sachin Smotra
- 6. Till Westmann
Incoming Citations (Sorted by Pagerank)
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Outgoing Citations (Sorted by Pagerank)
Showing 6 of 6 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,052 | A Normal Form for Nested Relations | 1985 | PODS | 0.00014436103 |
| 5,411 | Beyond Relations: A Case for Elevating to the Entity-Relationship Abstraction | 2025 | CIDR | 5.5207515e-05 |
| 6,068 | Have Your Data and Query It Too: From Key-Value Caching to Big Data Management | 2016 | SIGMOD | 5.2280992e-05 |
| 6,180 | The Design of non-1NF Relational Databases into Nested Normal Form | 1987 | SIGMOD | 5.1686632e-05 |
| 8,731 | Columnar Formats for Schemaless LSM-based Document Stores | 2022 | VLDB | 4.4577278e-05 |
| 8,818 | Couchbase Analytics: NoETL for Scalable NoSQL Data Analysis | 2019 | VLDB | 4.4427924e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 5,230 | Efficiency of Nested Relational Document Database Systems | 1991 | VLDB | 5.6146582e-05 |
| 5,453 | Semistructured Models, Queries and Algebras in the Big Data Era | 2016 | SIGMOD | 5.4989459e-05 |
| 9,138 | Management of Flexible Schema Data in RDBMSs - Opportunities and Limitations for NoSQL | 2015 | CIDR | 4.3869509e-05 |
| 2,781 | JSON: Data model, Query languages and Schema specification | 2017 | PODS | 8.1305074e-05 |
| 11,248 | Scalable Reasoning on Document Stores via Instance-Aware Query Rewriting | 2023 | VLDB | 4.1945683e-05 |
| 3,349 | Schema Management for Document Stores | 2015 | VLDB | 7.1903648e-05 |
| 13,476 | I/O Characteristics of NoSQL Databases | 2012 | VLDB | - |
| 2,773 | JSON Data Management – Supporting Schema-less Development in RDBMS | 2014 | SIGMOD | 8.1386587e-05 |
| 4,489 | Automatic Generation of Normalized Relational Schemas from Nested Key-Value Data | 2016 | SIGMOD | 6.1434237e-05 |
| 13,361 | SQL for NoSQL Databases: Déjà Vu | 2015 | CIDR | - |