Scalability Applied

At scale, bottlenecks shift. Database, cache, network, or the application layer—each needs a different strategy.

Sharding and Replication

• Sharding: Split data by key to distribute load.
• Replication: Copy data for read scaling; handle consistency.

Inline Check 1

When would you choose eventual consistency over strong consistency?

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