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Storage, Throughput, and Capacity

A guide to storage conversion, throughput averages, download-time estimates, and RAID capacity, focused on keeping units and system assumptions visible.

Key formulas

Throughput
throughput = data transferred / time
Download time
time = file size / transfer rate

Why unit discipline matters

Bits, bytes, kilobytes, kibibytes, megabits, and megabytes are often mixed casually in conversation. The maths is only trustworthy when you pin down the exact unit.

RAID capacity adds another layer because usable space depends on the array level rather than the raw drive sum alone.

Common mistakes

  • Treating Mb/s and MB/s as the same unit.
  • Assuming average throughput means the transfer rate stayed constant throughout.
  • Ignoring parity or mirroring overhead in RAID-capacity estimates.
  • Forgetting protocol overheads when comparing headline link speed with real transfer time.
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