~/talk

Decide on the fly: Real-Time Analytics in Microsoft Fabric

Talkat SQLBits 2024 · 2024-03-19..03-23· [web-platform, data-engineering]
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Live demo of Microsoft Fabric wires Event Hubs to OneLake or a KQL database and builds semantic models that power Power BI dashboards with seconds‑level freshness. The team shows a Forms → Event Hub → Lakehouse → semantic model flow using Direct Lake mode (no duplicate imports) and a script → event stream → KQL DB → query set flow with Direct Query, plus a Data Activator rule that emails when a flight price drops below $50 or falls 50% — alerts fire in the demo. Notes about service limitations and fallback to Power BI Desktop are included.

AI-written summary · about

  1. 0:00Real-time analytics in Fabric
  2. 1:15What is Microsoft Fabric
  3. 3:43Real-time analytics value
  4. 6:10Real-time solutions options
  5. 7:38Fabric real-time components
  6. 8:46Data Activator intro
  7. 9:48Demo setup & architecture
  8. 12:19Semantic model with Direct Lake
  9. 15:58Report refresh settings
  10. 22:11Demo: Flight price analytics
  11. 23:38Event stream config
  12. 26:52Query & transform KQL data
  13. 29:24KQL query sets
  14. 30:11Power BI report on KQL
  15. 31:15Modeling in Power BI Desktop
  16. 33:02Alerts with Data Activator
  17. 36:55Key takeaways & scalability
  18. 38:18Limitations & future improvements
  19. 39:01Closing remarks
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