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Scaling up (vertical scaling) involves adding more resources to a single server, which can lead to improved performance and simplified management. However, it can create a single point of failure and may have hardware limits. In contrast, scaling out (horizontal scaling) distributes workloads across multiple servers, enhancing redundancy and flexibility but may involve more complex management and potential data consistency issues. Each approach has its trade-offs depending on system requirements and growth expectations.

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