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MongoDB

A document-oriented NoSQL database that stores data in flexible, JSON-like BSON documents.

MongoDB is a document-oriented NoSQL database that stores information in BSON format, a binary representation of JSON. Unlike relational databases, it does not require a predefined schema, allowing fields to vary from document to document. This flexibility enables developers to iterate quickly without performing complex schema migrations.

Architecture

The system scales horizontally using sharding, which partitions data across multiple servers. High availability is managed through replica sets, where data is synchronized across several nodes to prevent data loss during hardware failures. MongoDB supports rich indexing options, including compound, TTL, and geospatial indexes, to optimize query performance.

It is commonly used for content management systems, real-time analytics, and high-volume logging where data structures evolve over time. It is particularly effective for mobile and web applications that handle diverse data types.

A typical document looks like this: { "order_id": 550, "items": ["cpu", "ram"] }. According to industry benchmarks, MongoDB can handle millions of operations per second when properly sharded across a distributed cluster.