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Clock Skew and Causality Violations: Why Distributed Clocks Lie

TLDR: Physical clocks on distributed machines cannot be perfectly synchronized. NTP keeps them within tens to hundreds of milliseconds in normal conditions — but under load, across datacenters, or after a VM pause, the drift can reach seconds. When s...

May 3, 2026•18 min read

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