Question
Centralized vs Distributed Databases in Large-Scale Analytics
Answer :
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In large-scale analytics, the choice between centralized and distributed databases significantly affects performance, scalability, reliability, and cost. A centralized database stores all data at a single physical location, managed by one central server. This model ensures strong consistency, simplified management, and easier enforcement of security policies. Since data is stored in one place, query optimization and transaction management are more straightforward. Centralized systems are suitable for organizations with moderate data volumes and limited geographic distribution. However, in large-scale analytics involving massive datasets, centralized databases face limitations
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