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What are the advantages of NoSQL compared to SQL?

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Answer from AI

Advantages of NoSQL over SQL include:

  • Schema flexibility: NoSQL databases, unlike relational ones, do not require a predefined rigid data schema. This simplifies development and modifications, especially under rapidly changing requirements.
  • Horizontal scalability: NoSQL systems are often designed for horizontal scaling (by adding new servers), making them more suitable for handling large volumes of data and high loads compared to vertical scaling of SQL (increasing the power of an existing server).
  • High performance: For certain types of data and use cases (e.g., processing JSON documents, key-value), NoSQL databases can demonstrate better performance due to optimized storage and access structures tailored to specific data models.
  • Diversity of data models: NoSQL covers various data models (document, key-value, graph, columnar), allowing the selection of the most suitable one for a specific task, which can simplify modeling and queries.
  • Reduced normalization: In some NoSQL databases, denormalization is often preferred, which can lead to a reduction in join operations during queries and, consequently, improved performance.
Feature SQL (Relational) NoSQL
Data model Tables with rows and columns Diverse (documents, key-value, graphs, columns)
Schema Rigid, predefined Flexible, dynamic
Scalability Vertical (usually) Horizontal
Data schema Normalized (usually) Often denormalized
Queries SQL (Structured Query Language) Varies depending on the database
ACID Usually strong (Atomicity, Consistency, Isolation, Durability) Varies (often BASE: Basically Available, Soft state, Eventually consistent)