Data Architecture Patterns

CTO Handbook · 3:16

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Lyrics

[Verse 1]
When your company needs to store its data right
Three main patterns shine their guiding light
Data warehouse keeps it structured and clean
Central hub for business intelligence scenes
All your data flows into one single place
ETL transforms it at a steady pace

[Chorus]
Data warehouse, data lake, data mesh in sight
Choose your pattern, make your architecture right
Warehouse structured, lake holds everything
Mesh distributes, let the data freedom ring
Three approaches, pick the one that fits
Your organization's data architecture hits

[Verse 2]
Data lake is vast like an ocean wide
Raw data swimming, nothing needs to hide
Schema on read, flexibility's king
JSON, logs, and files, store anything
Cheaper storage for your massive scale
When variety matters, lake will never fail

[Chorus]
Data warehouse, data lake, data mesh in sight
Choose your pattern, make your architecture right
Warehouse structured, lake holds everything
Mesh distributes, let the data freedom ring
Three approaches, pick the one that fits
Your organization's data architecture hits

[Bridge]
Data mesh breaks silos, domain teams own
Each department manages what they've grown
Federated system, governance shared
Data products everywhere, thoughtfully prepared
Self-serve platform underneath it all
Decentralized approach that's standing tall

[Verse 3]
Small companies with BI reports to run
Data warehouse gets the job well done
Big tech giants with data everywhere
Data lake or mesh shows how much they care
Consider your size, your team, and your goal
Let data strategy play the leading role

[Chorus]
Data warehouse, data lake, data mesh in sight
Choose your pattern, make your architecture right
Warehouse structured, lake holds everything
Mesh distributes, let the data freedom ring
Three approaches, pick the one that fits
Your organization's data architecture hits

[Outro]
From structured queries to raw data streams
Build the foundation for your data dreams
Architecture patterns guide your way
To data success, starting today

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