Story tales and Legends about the Real Time company

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Transcript

3. Apache Kafka Lover Loïc DIVAD
4. Story Tale #0
5. The unexpected digital business
6. The unexpected digital business
7. Event Stream Applications
8. SINGLE EVENT CAN’T BE MODIFIED LINKED TO A SINGLE ACTION HAS A EVENT TIME Event Stream Applications
9. EVENTS STATE Event Stream Applications
10. In the previous episode: Big Data
11. ??? 2004 MapReduce & GoogleFS Apache Hadoop 2008 Cloud Dataproc & Elastic Map Reduce 2016 2011 Big Data Distributions
12. Story Tale #1
13. What is the Lambda Architecture? WE ARE OUT OF TULIPS 1X / J
14. What is the Lambda Architecture? WE ARE OUT OF TULIPS
15. The operational burden
16. The λimitations • Schema evolution issues • Two styles of operations • Debugging is a mess • Alerting consistency • Double code debt THE TULIPS ARE BACK
17. Standing on the shoulders of giants
18. Story Tale #2
19. Databases Message Queues
20. Centralized Event Log YEP !! logisticS MARKETING LEGAL THERE IS A HUGE DEMAND FOR TULIPS
21. Apache Kafka, Stream Data Platform Rock Star • • • •
22. Apache Kafka Community
23. Story Tale #3
24. Delivery semantics I’M NOT SURE IF WE “DOUBLED” OUR SALES THIS YEAR ... APPLICATION FAILURE RETRY
25. Data loss APPLICATION REPLICATION ACKNOWLEDGEMENT HOW COULD YOU LOSE THE TRACK OF THIS TREE?… IT’S A SEKOYA
26. Schema Evolution and Compatibility SCHEMA REGISTERY APPLICATION THIS TOPIC SHOULD CONTAIN USER INFORMATIONS, RIGHT?... RIGHT???
27. Immutability and compliance 0 1 2 3 4 5 6 7 8 0 1 2 3 4 5 6 7 8 Log Compaction Strategy
28. Story Tale #127
29. Why would the data be passive?
30. Command Provider selection Command planning Order prioritization Software interaction
31. Command Provider selection Command planning Order prioritization Software interaction
32. The more software you have, the more digital you are you have to deal with software
33. Digital business shines through interaction between their software!
34. Beyond the real time goodies • Breaking silos • Streaming ETL • Continuous analytics • New reactive features • Augmented experiment
35. Conclusion
36. Merci
37. Merci
38. Pictures Photo by Janko Ferlic from Pexels Photo by Plush Design Studio on Unsplash Photo by Andrew Teoh on Unsplash Photo by Joey Kyber on Unsplash Photo by Ruchindra Gunasekara on Unsplash Photo by Jen Theodore on Unsplash Photo by Austin Distel on Unsplash Vidéo de Pixabay provenant de Pexels Photo by Maksym Kaharlytskyi on Unsplash Photo de Gratisography provenant de Pexels Photo de Matheus Bertelli provenant de Pexels Photo de Pixabay provenant de Pexels Photo by NeONBRAND on Unsplash Angry Cuddly Bear Free Photo — By Ryan McGuire
39. Pictures Photo by Daniel Jensen on Unsplash Photo by Charles on Unsplash Photo by Kevin Horvat on Unsplash Photo by Blake Wisz on Unsplash Photo by Biel Morro on Unsplash Photo by Cindy Chan on Unsplash Photo by Debby Hudson on Unsplash Photo by Paolo Bendandi on Unsplash Photo by Sidney Pearce on Unsplash Photo by Daryan Shamkhali on Unsplash Drawings adapted from /xkcd.com, a work is licensed under a Creative Commons Attribution-NonCommercial 2.5 License… thank you guys!
40. The very end
41. If you need to cross the street, would you do it with information that is five minutes old?