5 New Ways to Use Data in Your Kafka

on YouTube ↗44m

" summary

Practical techniques for using Kafka data in five new ways: building per-second updating dashboards, real-time fraud detection, and fast reliable rendering of a user’s transaction feed. The talk covers concrete patterns and tools around Kafka for low-latency analytics, event-driven processing, and serving user-facing streams.

AI-written summary · about

" chapters (13)

1. 0:00Introduction
2. 1:07Fast data for analytics
3. 5:40Database load optimization
4. 14:08Team responsibility split
5. 16:35Real-time dashboards
6. 20:10Data aggregation and transformation
7. 27:11Streaming frameworks role
8. 33:37Kafka Connect management
9. 35:42Data schemas and evolution
10. 37:06CDC and alternatives
11. 38:55Avoiding misuse cases
12. 41:02Data consistency
13. 42:49Q&A

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