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Partition Tolerance: The system continues to operate even if there are communication failures (network partitions) between nodes in a distributed system.

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This is often referred to as BASE (Basically Available, Soft state, Eventually consistent).Availability: The system remains operational and responsive to requests.

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Architectural Trade-offs (CAP Theorem)Unlike relational databases, many NoSQL systems relax the strict consistency requirements (C in ACID) to prioritize Availability (A) and Partition tolerance (P), following the principles of the CAP Theorem.

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Tabular structure of relational databases. This led to the emergence of NoSQL databases (meaning "Not only SQL" or "Non-relational"), a diverse family of databases designed for flexibility.

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The Rise of NoSQL (Not Only SQL)As the internet evolved, applications began to handle massive volumes of diverse data—Big Data—that didn't fit neatly into the rigid.

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Financial systems (banking, accounting).Inventory control and order processing. Any application where data consistency is paramount.

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Use Cases and Popular Examples RDBMSs are the ideal choice for applications that require high data integrity, complex queries, and reliable transaction processing. Common use cases include.

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Concurrent transactions execute independently of each other, preventing intermediate results from being exposed. Durability: Once a transaction is committed, its changes are permanent, even in the event of system failure.

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A transaction is treated as a single, indivisible unit; either all of its operations succeed, or none of them do. Consistency: A transaction brings the database from one valid state to another.

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Relational databases are celebrated for their strong adherence to the ACID properties, which ensure that database transactions are processed reliably: Atomicity.

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Data Definition Language (DDL): Creating, altering, and dropping tables.Data Manipulation Language (DML): Inserting, retrieving (querying), updating, and deleting data.

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Language and Integrity (ACID)The standard language used to interact with RDBMSs is the Structured Query Language (SQL). SQL is used for all database operations, including.

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