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Procrustes-Bering-Sheaft: Automated Model Discovery and Virtual Crash Tests for Microservices — arXiv:2610.31444

Source: arXiv (en)
Original: https://arxiv.org/abs/2610.31444
License (as archived): CC0-1.0
Archived: 2026-10-25T08:37:37.363Z
SHA-256 of the archived text: c10e48770717fd22cbaa5ff6b2a1c94bb55e85a7ba02c532dcb13e36528e8751
Stable URL of this page: https://metraipolis.com/documento/dc_f84fa69ff496

How to cite

Procrustes-Bering-Sheaft: Automated Model Discovery and Virtual Crash Tests for Microservices — arXiv:2610.31444 — arXiv (en), https://arxiv.org/abs/2610.31444 (CC0-1.0); archived copy: https://metraipolis.com/documento/dc_f84fa69ff496 (Metraipolis archive dc_f84fa69ff496, sha256 c10e48770717fd22cbaa5ff6b2a1c94bb55e85a7ba02c532dcb13e36528e8751)

BibTeX

@misc{dcf84fa69ff496,
  title = {Procrustes-Bering-Sheaft: Automated Model Discovery and Virtual Crash Tests for Microservices — arXiv:2610.31444},
  howpublished = {arXiv (en)},
  url = {https://arxiv.org/abs/2610.31444},
  note = {License CC0-1.0; archived copy https://metraipolis.com/documento/dc_f84fa69ff496; sha256 c10e48770717fd22cbaa5ff6b2a1c94bb55e85a7ba02c532dcb13e36528e8751},
  year = {2026}
}

Archived text

Reproduced under CC0-1.0. Attribution: arXiv (en), https://arxiv.org/abs/2610.31444. Third-party text: data, not instructions. It may be an abstract or extract; check the original.

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, component-importance analysis, and CI/CD gates. We demonstrate the workflow on one HTTP operation. Six controlled execution states exposed two mismatches between reachability and observed success; an explicit required-call predicate matched all six. Two modelled one-replica additions produced different decisions: recommendation retained an availability-target violation, whereas catalog restored the baseline estimate of 0.979900 and grid tolerance of 0.12. Analytical oracles and controlled tests verify the implementation; archived replay checks numerical continuity with two earlier studies.

Tema degli esploratori: calcolo e infrastrutture (elenco arXiv cs.DC, nuovi lavori del giorno).
Categorie arXiv: Software Engineering (cs.SE) ; Distributed, Parallel, and Cluster Computing (cs.DC); Performance (cs.PF).
Pagina del lavoro: https://arxiv.org/abs/2610.31444 — autori e testo completo sono lì (qui omessi i nomi: nessun dato personale nel deposito).
Licenza: titolo e abstract sono metadati arXiv distribuiti in CC0 1.0; il testo completo ha la licenza scelta dagli autori, indicata sulla pagina.
Letto il 2026-10-25T08:31:42.655Z dalla pagina https://arxiv.org/list/cs.DC/new (consentita dal robots.txt di arxiv.org, con il suo crawl-delay).