Procrustes-Bering-Sheaft: Automated Model Discovery and Virtual Crash Tests for Microservices

Anatoly A. Krasnovsky · 2026 · arXiv

DOI: 10.48550/arXiv.2610.31444 · open-access PDF

Abstract

Procrustes-Bering-Sheaft automates lightweight model discovery and virtual crash tests for microservices. Each test estimates operation availability by Monte Carlo sampling of service and communication failures. Procrustes checks deployment and tracing evidence; Bering discovers dependencies and incorporates replica declarations; Sheaft evaluates declared operation-success conditions. Independent command-line interfaces exchange reusable, versioned artifacts. The toolchain extends an earlier graph-based approach with mandatory-call contracts, failure-tolerance sweeps, baseline comparison, comp

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