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---
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title: "Cost Optimization"
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type: concept
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tags: [cloud, cost-management, FinOps]
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sources: [How-Agentic-AI-can-help-for-Cloud-DevOps]
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last_updated: 2026-04-16
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---
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## Summary
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Cost Optimization(成本优化)是通过策略和技术最大化云资源价值、减少不必要开销的实践。
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## Definition
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在保持性能和可靠性的前提下,通过资源 rightsizing、自动扩缩、实例类型选择等方式降低云支出。
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## Key Techniques
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- **AI-based Rightsizing**:AI 分析使用趋势,推荐合适大小的实例
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- **Spot Instance Optimization**:智能切换 Spot/Preemptible 实例
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- **Reserved Instance Planning**:优化预留实例购买策略
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- **Multi-Cloud Cost Governance**:跨云成本分析与优化
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- **存储优化**:识别和清理未使用存储
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## Connections
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- [[Agentic AI]] ← implements ← [[Cost Optimization]]:Agentic AI 实现智能成本优化
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- [[Pay-as-you-go]] ← optimizes ← [[Cost Optimization]]:成本优化提升按需付费效益
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- [[CAPEX to OPEX]] ← enables ← [[Cost Optimization]]:成本优化支持财务模式转型
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