
Distributed Systems
Nov 12, 2026•15 min read
Multi-Region Failover Architecture and the Optimal Sharded Counter Paradox in Global Live Broadcasts
Dissecting sub-60-second GeoDNS failover under regional datacenter outages, analyzing the read amplification paradox in sharded counters, and achieving a $0.0531 unit cost per million requests.