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Problem: Disk Latency
Typical HDD performance (non-SSD):
Sequential ~100MB/sec (1M rows @ 100B). Great!
Random access ~100 IO/sec (100 rows/sec). That's bad :-(
Possible solutions:
DB block cache -> fails when working set > RAM.
LOTS of disks -> works, but expensive.
Data locality -> clustered indexes.