09 - Sharding & Partitioning
The Scaling Problem
As data grows, a single database server eventually hits limits:
- CPU: Query processing, connection handling
- Memory: Cache, working set size
- Disk: Storage capacity, IOPS
- Network: Bandwidth for replication
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