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Introduction to NoSQL Databases |
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NoSQL databases provide a mechanism for storage and retrieval of data that is modeled in means other than the tabular relations used in relational databases. They are increasingly used in big data and real-time web applications. NoSQL databases are generally categorized under four types:
- Document Databases: Store data in documents similar to JSON (JavaScript Object Notation) objects. Example: MongoDB.
- Key-Value Stores: Data is stored as a collection of key-value pairs. Example: Redis.
- Column-Oriented Databases: Data is stored in columns instead of rows. Example: Apache Cassandra.
- Graph Databases: Store data in graph structures with nodes, edges, and properties. Example: Neo4j.
- Flexibility: NoSQL databases often use flexible data models, allowing for more rapid changes and iterations.
- Scalability: Designed to scale out by distributing data across multiple servers.
- Performance: Optimized for specific data models and access patterns, often resulting in faster queries.