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Architecture patterns of Azure Cosmos DB & Azure Synapse Analytics

Talkat Azure Cosmos DB Conf 2022 · 2022-04-19..04-20· [databases, data-engineering]
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slides:none on file

Four live demos show end-to-end patterns that actually run: Change Feed consumed by Synapse Mapping Data Flow and landed as rows in Azure SQL, Synapse Link for Cosmos DB queried from Serverless SQL pool via OPENROWSET and visualized in Power BI, Spark or Mapping Data Flow performing regular aggregations written to ADLS Gen2 to cut scan volume and cost, and custom partitioning producing per-EventDate/EventHour folders for partition pruning. All demos execute successfully and highlight when each pattern saves time or money.

AI-written summary · about

  1. 0:00Agenda
  2. 1:03Synopsis
  3. 1:43Azure Cosmos DB
  4. 2:43Azure Synapse
  5. 3:06Change Feed
  6. 3:36Mapping Data Flow
  7. 4:11Near RealTime Analytics
  8. 6:41Cost Effective Archival
  9. 7:23Partitioning
  10. 9:52Demo Section
  11. 10:04Cosmos DB Data Explorer
  12. 10:50Cosmos DB Mapping Data Flow
  13. 13:46Cosmos DB SQL Database Table
  14. 14:43Synapse Studio
  15. 18:51Synapse Spark Notebook
  16. 19:46Mapping Dataflow
  17. 20:56Aggregating Data
  18. 22:41Demo
  19. 26:08Summary
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