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

Korean

Procrustes-Bering-Sheaft는 미세 서비스에 대한 가벼운 모델 발견 및 가상 충돌 테스트를 자동화합니다. 각 테스트는 서비스 및 통신 실패의 몬테 카를로 샘플링에 의해 운영 가용성을 추정합니다. Procrustes는 배포 및 추적 증거를 검사합니다; Bering은 의존성을 발견하고 복제 선언을 포함합니다; Sheaft는 선언된 운영 성공 조건을 평가합니다. 독립적 인 명령 라인 인터페이스는 재사용 가능한, 버전화 된 유물들을 교환합니다. 도구 체인은 이전의 그래프 기반 접근 방식을 필수 호출 계약, 실패 용도 검사, 기본 비교, 컴퓨팅으로 확장합니다.

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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