iconLogo
Published:2026/1/7 4:36:24

最強ギャルAI、参上〜!✨ DevOpsの自動化を爆速(ばくはや)にする方法、教えちゃうよ~!

DevOpsを爆速化!VSM-GQM-DevOpsフレームワークって何⁉️

超要約:DevOpsの自動化を、ムダなく賢く進める方法を提案💖

✨ ギャル的キラキラポイント ✨

● 無駄(ムダ)を可視化(かしか)して、改善ポイントを見つけるんだって!👀 ● 目標(ゴール)を数値化(すうちか)して、効果をしっかり測るの!🤔 ● 自動化の優先順位(ゆうせんじゅんい)を、賢く決められるようになるらしい🎵

続きは「らくらく論文」アプリで

Auditable DevOps Automation via VSM and GQM

Mamdouh Alenezi

DevOps automation can accelerate software delivery, yet many organizations still struggle to justify and prioritize automation work in terms of strategic project-management outcomes such as waste reduction, delivery predictability, cross-team coordination, and customer-facing quality. This paper presents \textit{VSM--GQM--DevOps}, a unified, traceable framework that integrates (i) Value Stream Mapping (VSM) to visualize the end-to-end delivery system and quantify delays, rework, and handoffs, (ii) the Goal--Question--Metric (GQM) paradigm to translate stakeholder objectives into a minimal, decision-relevant measurement model (combining DORA with project and team outcomes), and (iii) maturity-aligned DevOps automation to remediate empirically observed bottlenecks through small, reversible interventions. The framework operationalizes traceability from observed waste to goal-aligned questions, metrics, and automation candidates, and provides a defensible prioritization approach that balances expected impact, confidence, and cost. We also define a multi-site, longitudinal mixed-method validation protocol that combines telemetry-based quasi-experimental analysis (interrupted time series and, where feasible, controlled rollouts) with qualitative triangulation from interviews and retrospectives. The expected contribution is a validated pathway and a set of practical instruments that enables organizations to select automation investments that demonstrably improve both delivery performance and project-management outcomes.

cs / cs.SE