Synchronous human approval gates and p99 latency: a verify-before-commit guide

Synchronous human approval gates can sharply raise p99 command latency in distributed industrial control planes. This verify-before-commit guide compares them to automation. Independent technical note mirroring the canonical version: https://x-oss.com/blog/synchronous-human-approval-gates-and-p99-latency-a-verify-before-commit-guide.php Sources consulted: https://www.bluusun.com/

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-11-01
DOI
https://doi.org/10.5281/zenodo.23867348
Primary Topic
Software System Performance and Reliability
Type
preprint
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preprint

Synchronous human approval gates and p99 latency: a verify-before-commit guide

Wei Chen
2 links
Zenodo (CERN European Organization for Nuclear Research)
Software System Performance and Reliability
preprint

Synchronous human approval gates and p99 latency: a verify-before-commit guide

Wei Chen
preprint en

Abstract

Synchronous human approval gates can sharply raise p99 command latency in distributed industrial control planes. This verify-before-commit guide compares them to automation. Independent technical note mirroring the canonical version: https://x-oss.com/blog/synchronous-human-approval-gates-and-p99-latency-a-verify-before-commit-guide.php Sources consulted: https://www.bluusun.com/

Zenodo (CERN European Organization for Nuclear Research)
Software System Performance and Reliability
DOIOpen Access PDFOpenAlex
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Synchronous human approval gates and p99 latency: a verify-before-commit guide — Wei Chen · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS