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Model Based Testing Shifting Right into the Real World

Talkat PNSQC 2021 · 2021-10-11..10-13· [testing, machine-learning]
links:none on file
slides:none on file

Model-based testing shifts right into production by building executable environment models and feeding real-device signals to them. A MIT contact-tracing/vaccine-passport effort assembles a digital twin in five hours, generates 2 billion synthetic transactions from Google Takeout data, and explores about 9,500 routes through GPS then GAEN Bluetooth paths. Tooling includes Appium, Splunk-derived digital experience analytics, Dynatrace Captain and OpenTelemetry, enabling canary/A-B runs in prod and tuning that measurably reduces false positives.

AI-written summary · about

  1. 0:00Intro
  2. 3:07Model Based Testing
  3. 8:15What are symptoms
  4. 9:47Algorithm
  5. 11:10Machine Learning
  6. 12:43Data Engineering
  7. 14:17New Model for Testing
  8. 15:50Digital Twin
  9. 18:25MIT App
  10. 19:31Data Source
  11. 21:35Privacy by Design
  12. 25:40Augmented Reality
  13. 27:20Changing the Way We Think
  14. 29:03Context Switching
  15. 29:49Digital Burnout
  16. 31:30The Metaverse
  17. 32:15Amazon
  18. 33:15Fallout
  19. 34:00Complexity
  20. 34:20Silos
  21. 36:05Community
  22. 36:45Tools
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