We also propose an algorithm for designing the schema of a NoSQL database, keeping in mind the characteristics of the target NoSQL store, using a related ontology, a sample query set, some statistical information of the queries, and performance requirements of the query set.

a data migration architecture that migrates data from SQL to NoSQL document-stores while taking into account the data models of both the two categories of databases. Although these approaches yielded relatively good findings, more generic, simple, and …

Download scientific diagram | The overall process of data model development for a NoSQL store from publication: An ontology-based approach to designing a NoSQL database for semi-structured...

Jan 5, 2025 · NoSQL data modeling is a crucial aspect of designing and implementing scalable, high-performance data storage systems. By following best practices, using code examples, and avoiding common mistakes, you can ensure your NoSQL …

As a synthesis, new modeling guidelines for NoSQL document-store databases are posed. These guidelines cut across both logical and physical stages of database designs. Each is developed based on solid empirical insights, yet they are prepared to …

Jul 28, 2022 · Fortunately, there is a data modelling technique for every use case. This tutorial will cover all the different NoSQL data modelling techniques you can use when building a NoSQL database. NoSQL or ‘Not Only SQL’ is a data model that …

As a synthesis, new modeling guidelines for NoSQL document-store databases are posed. These guidelines cut across both logical and physical stages of database designs. Each is developed based on solid empirical insights, yet they are prepared to …

Dec 24, 2022 · NoSQL data models can be divided into four main types: document stores, key-value stores, graph databases, and column stores. Each type has its own unique strengths and weaknesses and is best suited to certain types of applications or use cases. Here’s a brief overview of each type.

Jan 13, 2025 · NoSQL data modeling involves designing a schema that can efficiently store and retrieve data. The key to successful NoSQL data modeling is to understand the trade-offs between data structure, data retrieval, and data consistency.

Mar 21, 2025 · In this article, we'll explore the core concepts of NoSQL data modeling, discuss different types of NoSQL databases, and provide practical tips on how to design your data models. By the end, you'll have a solid foundation to start building your own NoSQL data models.