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

Arabic

تلقى Procrustes-Bering-Sheaft اختبارًا لتحديث النماذج الصغيرة و اختبارات الحوادث الافتراضية للخدمات الذكية. تلقى كل اختبار تقييمًا لتوفر الخدمة عن طريق نموذج Monte Carlo من أخطاء الخدمة والاتصالات. تلقى Procrustes اختبارًا لتحديث الأدلة وتقييم الأدلة؛ تلقى Bering اختبارًا للتأثيرات وتشمل بيانات التعديلات؛ تلقى Sheaft تقييمًا للظروف التي أعلنت عن نجاحها في العمل. تلقى Interfaces of Independent Command-Line تقييمًا لتعديلات جديدة.

Machine translation (Meta M2M100); the English original follows.

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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