Clock Skew and Causality Violations: Why Distributed Clocks Lie

May 3 · 19 min read · 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 aft