Small clock skews (around 5 ms) cause causality violations in timestamp-based observability of distributed AI inference pipelines while leaving throughput and output correctness unaffected.
Securing Time in Energy IoT: A Clock-Dynamics-Aware Spatio-Temporal Graph Attention Network for Clock Drift Attacks and Y2K38 Failures, 2026
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Time, Causality, and Observability Failures in Distributed AI Inference Systems
Small clock skews (around 5 ms) cause causality violations in timestamp-based observability of distributed AI inference pipelines while leaving throughput and output correctness unaffected.