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Whitepapers

7 Reference Architecture Ebook

Martechtalks
Last updated: April 8, 2026 3:45 pm
Martechtalks
Published: February 3, 2025
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Data application developers need a data stack architecture with built-in scalability and connectivity. A cloud data platform delivers the performance and nearly infinite autoscaling needed to launch and scale applications quickly and cost-effectively.

The Snowflake platform provides high performance and unlimited concurrency, scalability with true elasticity, and availability, tuning and data protection capabilities that take the operational burden off SRE and DevOps teams.

Most importantly, Snowflake ensures seamless connections to third-party platforms and APIs, easily fitting into existing environments.

This ebook provides detailed reference architectures for seven use cases and design patterns, including:

  • Embedded Analytics
  • Serverless Data Stack
  • Streaming Data Stack
  • ML and Data Science
  • Application Health and Security Analytics
  • Customer 360
  • IoT

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