Define NoSQL databases and explain the primary motivations behind their development. Provide examples of scenarios where each type of NoSQL database is suitable.
NoSQL databases are a category of databases that do not use the traditional relational model (tables with rows and columns) used by SQL databases. The term "NoSQL" is often interpreted as "Not Only SQL," signifying that these databases provide a more flexible approach to managing and storing data. They are specifically designed to address the limitations of relational databases when it comes to handling large volumes of diverse, unstructured, and semi-structured data in real-time. NoSQL databases provide high performance, scalability, and flexibility in terms of data storage and querying, making them suitable for modern applications that need to process big data, handle diverse data types, and support high throughput.
Primary Motivations Behind the Development of NoSQL Databases
The primary motivations behind the development of NoSQL databases stem from the limitations of relational databases in the context of big data, cloud computing, and modern web applications:
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Scalability: Traditional SQL databases rely on vertical scaling, which involves adding more resources to a single machine. This becomes inefficient and costly as the volume of data grows. NoSQL databases, on the other hand, are designed to scale horizontally by distributing data across multiple _______ ___ ____ __________ ______ _______ __________ _________ ______ ___ __________ ____.
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