Design StudioDesign Search Autocomplete
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Requirements

Scale & non-functional

  • Google scale: ~10B searches/day → ~115,000 QPS peak
  • Autocomplete fires on each keystroke — roughly 5 keystrokes per search → ~575,000 autocomplete requests/sec at peak
  • 99.9% availability — degraded suggestions are acceptable; zero suggestions are not
  • Read-heavy workload: reads vastly outnumber frequency updates
  • Data freshness: suggestions updated within 24 hours for batch, within minutes for trending queries

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