Uber Surge Pricing: Geohash Lock Contention in Realtime Driver Matching
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Public Syllabus OverviewGeospatial & Concurrency · undefined

Uber Surge Pricing: Geohash Lock Contention in Realtime Driver Matching: During New Year Eve peak in Manhattan, 80,000 drivers broadcast GPS coordinates every 4 seconds. The geospatial PostGIS database suffered severe row-level lock contention on H3/Geohash boundary cells, causing matching latency to spike from 50ms to 9,000ms.

Uber: Uber Surge Pricing: Geohash Lock Content… · DataArena