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数据架构（Data Architecture）

Architecture

• 数据源、数据集成
• 存储：分析型、消息系统
• 计算：批处理、流处理
• 调度：资源、作业
• 业务流程

Traditional Architecture

Streaming Architecture

Lambda Architecture

Kappa Architecture

Unified Architecture

IoT Architecture

Reference

• Big Data Architectures(Microsoft)
• Big Data Architecture and Patterns Series(IBM):
  • Part 1: Introduction to big data classification and architecture
  • Part 2: How to know if a big data solution is right for your organization
  • Part 3: Understanding the architectural layers of a big data solution
  • Part 4: Understanding atomic and composite patterns for big data solutions
  • Part 5: Apply a solution pattern to your big data problem and choose the products to implement it
• The Framework for Enterprise Architecture: Background, Description and Utility by: John A. Zachman